DataFrame
NO COMPARISON TARGET
11447
ROWS
0
DUPLICATES
16.8 MB
RAM
60
FEATURES
14
CATEGORICAL
43
NUMERICAL
3
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
ps_cluster_encoded
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
ZEROES:
1,786
(16%)
MAX
4.00
95%
4.00
Q3
3.00
AVG
2.22
MEDIAN
2.00
Q1
1.00
5%
0.00
MIN
0.00
RANGE
4.00
IQR
2.00
STD
1.32
VAR
1.75
KURT.
-1.01
SKEW
-0.332
SUM
25,465
1
ps_cluster
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
5
(<1%)
2
market_segment
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
3
sub_type
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
23
(<1%)
4
ps_weekday_working_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
10,323
(90%)
ZEROES:
551
(5%)
MAX
1.00
95%
1.00
Q3
0.78
MEDIAN
0.53
AVG
0.53
Q1
0.28
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.499
STD
0.305
VAR
0.093
KURT.
-1.10
SKEW
-0.080
SUM
6,021
5
ps_weekday_nonworking_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
9,970
(87%)
ZEROES:
1,368
(12%)
MAX
1.00
95%
0.66
Q3
0.36
AVG
0.23
MEDIAN
0.17
Q1
0.03
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.327
STD
0.222
VAR
0.049
KURT.
0.709
SKEW
1.09
SUM
2,589
6
ps_weekend_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
9,630
(84%)
ZEROES:
1,407
(12%)
MAX
1.00
95%
0.80
Q3
0.35
AVG
0.25
MEDIAN
0.20
Q1
0.05
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.305
STD
0.243
VAR
0.059
KURT.
1.62
SKEW
1.34
SUM
2,837
7
sv_job_collated
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
15
(<1%)
8
sv_skill_collated
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
8
(<1%)
9
sv_purpose_collated
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
10
ps_doc_average_file_size
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
7,773
(68%)
ZEROES:
436
(4%)
MAX
6,821
95%
168
Q3
45
AVG
45
MEDIAN
17
Q1
5
5%
0
MIN
0
RANGE
6,821
IQR
39.9
STD
126
VAR
15,974
KURT.
942
SKEW
22.5
SUM
520k
11
ps_doc_average_bit_depth
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
3,066
(27%)
ZEROES:
181
(2%)
MAX
32.0
95%
14.9
Q3
9.0
AVG
9.1
MEDIAN
8.0
Q1
8.0
5%
8.0
MIN
0.0
RANGE
32.0
IQR
1.00
STD
2.54
VAR
6.45
KURT.
4.72
SKEW
0.895
SUM
104k
12
ps_doc_average_layers
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
5,172
(45%)
ZEROES:
1,605
(14%)
MAX
979
95%
29
Q3
5
AVG
7
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
979
IQR
4.68
STD
25.4
VAR
645
KURT.
391
SKEW
15.5
SUM
80,211
13
ps_doc_average_height
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
10,874
(95%)
ZEROES:
181
(2%)
MAX
50,312
95%
4,893
Q3
3,350
AVG
2,649
MEDIAN
2,481
Q1
1,754
5%
884
MIN
0
RANGE
50,312
IQR
1,596
STD
1,460
VAR
2.1M
KURT.
121
SKEW
5.38
SUM
30.3M
14
ps_doc_average_width
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
10,913
(95%)
ZEROES:
181
(2%)
MAX
57,600
95%
5,688
Q3
3,910
AVG
3,084
MEDIAN
2,830
Q1
2,006
5%
1,064
MIN
0
RANGE
57,600
IQR
1,904
STD
1,733
VAR
3.0M
KURT.
115
SKEW
5.34
SUM
35.3M
15
ps_doc_average_openseconds
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
5,943
(52%)
ZEROES:
381
(3%)
MAX
212.0B
95%
0.0B
Q3
0.0B
AVG
0.0B
MEDIAN
0.0B
Q1
0.0B
5%
0.0B
MIN
-34.9B
RANGE
247.0B
IQR
6.62
STD
2.4B
VAR
5706440.3T
KURT.
6,159
SKEW
74.9
SUM
333.6B
16
generic_email
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
17
email_extn
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
55
(<1%)
18
education_domain_1_0
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
19
mobile_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
454
(4%)
ZEROES:
9,578
(84%)
MAX
1.00
95%
0.26
Q3
0.00
AVG
0.04
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.00
STD
0.126
VAR
0.016
KURT.
26.8
SKEW
4.80
SUM
428
20
web_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
454
(4%)
ZEROES:
67
(<1%)
MAX
1.00
95%
1.00
Q3
1.00
MEDIAN
1.00
AVG
0.96
Q1
1.00
5%
0.74
MIN
0.00
RANGE
1.00
IQR
0.00
STD
0.126
VAR
0.016
KURT.
26.8
SKEW
-4.80
SUM
11,019
21
camera_make
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
3,741
(33%)
1,173
10%
-
-
NOVALUE
776
7%
-
-
Canon
536
5%
-
-
Apple
535
5%
-
-
Apple|Canon
441
4%
-
-
NIKON CORPORATION
330
3%
-
-
Apple|Canon|NIKON CORPORATION
265
2%
-
-
Apple|NIKON CORPORATION
7,391
65%
-
-
(Other)
22
camera_model
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
8,747
(76%)
1,172
10%
-
-
NOVALUE
175
2%
-
-
unknown
47
<1%
-
-
Canon EOS 5D Mark IV
47
<1%
-
-
Canon EOS 5D Mark III
39
<1%
-
-
iPhone 8
37
<1%
-
-
NIKON D750
37
<1%
-
-
Canon EOS Rebel T6
9,893
86%
-
-
(Other)
23
count_camera_make
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
467
(4%)
ZEROES:
1,390
(12%)
MAX
1.32
95%
0.05
Q3
0.03
AVG
0.02
MEDIAN
0.02
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.32
IQR
0.022
STD
0.022
VAR
4.69e-4
KURT.
1,146
SKEW
20.3
SUM
219
24
count_camera_model
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
665
(6%)
ZEROES:
1,389
(12%)
MAX
1.00
95%
0.16
Q3
0.06
AVG
0.04
MEDIAN
0.02
Q1
0.01
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.045
STD
0.067
VAR
0.005
KURT.
31.2
SKEW
4.35
SUM
512
25
ps_doc_category_watercolor
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
449
(4%)
ZEROES:
7,212
(63%)
MAX
16.2
95%
0.1
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
16.2
IQR
0.011
STD
0.255
VAR
0.065
KURT.
1,859
SKEW
37.6
SUM
325
26
ps_doc_category_vec_art
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
841
(7%)
ZEROES:
4,978
(43%)
MAX
187
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
187
IQR
0.050
STD
2.29
VAR
5.26
KURT.
5,600
SKEW
73.6
SUM
1,240
27
ps_doc_category_painting
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
777
(7%)
ZEROES:
5,259
(46%)
MAX
77.0
95%
0.4
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
77.0
IQR
0.039
STD
0.913
VAR
0.834
KURT.
4,559
SKEW
58.5
SUM
1,195
28
ps_doc_category_photo
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
1,249
(11%)
ZEROES:
3,932
(34%)
MAX
580
95%
1
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
580
IQR
0.133
STD
6.20
VAR
38.4
KURT.
6,739
SKEW
74.5
SUM
5,149
29
ps_doc_category_typography
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
693
(6%)
ZEROES:
5,289
(46%)
MAX
41.6
95%
0.2
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
41.6
IQR
0.039
STD
0.526
VAR
0.277
KURT.
3,972
SKEW
56.6
SUM
729
30
ps_doc_category_poster
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
680
(6%)
ZEROES:
5,810
(51%)
MAX
17.0
95%
0.2
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
17.0
IQR
0.029
STD
0.418
VAR
0.175
KURT.
742
SKEW
23.4
SUM
775
31
ps_doc_category_sketch
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
564
(5%)
ZEROES:
6,299
(55%)
MAX
43.1
95%
0.2
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
43.1
IQR
0.022
STD
0.578
VAR
0.334
KURT.
3,263
SKEW
51.1
SUM
614
32
ps_doc_category_pattern_texture
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
774
(7%)
ZEROES:
5,709
(50%)
MAX
71.6
95%
0.4
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
71.6
IQR
0.033
STD
1.06
VAR
1.13
KURT.
2,475
SKEW
43.3
SUM
1,398
33
ps_doc_category_meme
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
314
(3%)
ZEROES:
8,261
(72%)
MAX
23.8
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
23.8
IQR
0.006
STD
0.238
VAR
0.057
KURT.
8,706
SKEW
88.8
SUM
157
34
ps_doc_category_adv_banner
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
620
(5%)
ZEROES:
6,354
(56%)
MAX
34.9
95%
0.2
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
34.9
IQR
0.022
STD
0.438
VAR
0.192
KURT.
3,600
SKEW
49.7
SUM
669
35
ps_doc_category_screenshot
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
823
(7%)
ZEROES:
4,442
(39%)
MAX
98.9
95%
0.4
Q3
0.1
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
98.9
IQR
0.061
STD
1.05
VAR
1.10
KURT.
6,979
SKEW
77.0
SUM
1,141
36
ps_doc_category_3d
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
395
(3%)
ZEROES:
8,108
(71%)
MAX
190
95%
0
Q3
0
AVG
0
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
190
IQR
0.006
STD
1.79
VAR
3.19
KURT.
11,214
SKEW
105
SUM
461
37
total_photo_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
4,505
(39%)
ZEROES:
584
(5%)
MAX
2,585
95%
49
Q3
6
AVG
12
MEDIAN
2
Q1
0
5%
0
MIN
0
RANGE
2,585
IQR
6.21
STD
58.1
VAR
3,374
KURT.
564
SKEW
19.1
SUM
142k
38
total_design_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
3,104
(27%)
ZEROES:
1,148
(10%)
MAX
541
95%
13
Q3
2
AVG
3
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
541
IQR
2.18
STD
10.6
VAR
111
KURT.
715
SKEW
19.4
SUM
34,393
39
total_illustration_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
3,513
(31%)
ZEROES:
1,225
(11%)
MAX
1,494
95%
22
Q3
3
AVG
6
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
1,494
IQR
3.01
STD
35.7
VAR
1,272
KURT.
684
SKEW
22.2
SUM
71,305
40
total_video_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
973
(9%)
ZEROES:
6,029
(53%)
MAX
52.8
95%
0.7
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
52.8
IQR
0.050
STD
1.08
VAR
1.16
KURT.
849
SKEW
23.7
SUM
2,040
41
total_3d_usage
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
239
(2%)
ZEROES:
10,407
(91%)
MAX
21.0
95%
0.0
Q3
0.0
AVG
0.0
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
21.0
IQR
0.00
STD
0.295
VAR
0.087
KURT.
3,303
SKEW
52.6
SUM
171
42
machine_ps_max_memory
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
48
(<1%)
43
machine_ps_max_speed
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
302
(3%)
634
6%
-
-
3600
528
5%
-
-
3200
416
4%
-
-
3500
410
4%
-
-
3000
397
3%
-
-
2600
393
3%
-
-
2900
388
3%
-
-
2300
8,281
72%
-
-
(Other)
44
machine_ps_max_monitorcount
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
7
(<1%)
45
machine_ps_max_numprocessors
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
17
(<1%)
46
operating_system
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
3
(<1%)
47
most_used_products
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
48
num_used_products
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
561
(5%)
ZEROES:
---
MAX
0.342
95%
0.050
Q3
0.028
AVG
0.023
MEDIAN
0.020
Q1
0.011
5%
0.006
MIN
0.006
RANGE
0.337
IQR
0.017
STD
0.016
VAR
2.45e-4
KURT.
31.8
SKEW
3.36
SUM
268
49
tb_activity_on_acrobat
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
1,215
(11%)
ZEROES:
5,784
(51%)
MAX
30.2
95%
1.9
Q3
0.4
AVG
0.4
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.2
IQR
0.425
STD
1.18
VAR
1.40
KURT.
120
SKEW
8.42
SUM
4,897
50
tb_tot_no_activities
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
2,239
(20%)
ZEROES:
---
MAX
16.3
95%
3.5
Q3
1.6
AVG
1.2
MEDIAN
0.8
Q1
0.3
5%
0.1
MIN
0.0
RANGE
16.3
IQR
1.31
STD
1.20
VAR
1.44
KURT.
13.0
SKEW
2.52
SUM
13,404
51
tb_activity_on_after_effects
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
403
(4%)
ZEROES:
9,812
(86%)
MAX
5.51
95%
0.13
Q3
0.00
AVG
0.03
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
5.51
IQR
0.00
STD
0.189
VAR
0.036
KURT.
186
SKEW
11.2
SUM
378
52
tb_activity_on_bridge
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
586
(5%)
ZEROES:
7,630
(67%)
MAX
5.36
95%
0.52
Q3
0.01
AVG
0.08
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
5.36
IQR
0.011
STD
0.277
VAR
0.077
KURT.
59.4
SKEW
6.34
SUM
887
53
tb_activity_on_illustrator
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
817
(7%)
ZEROES:
6,438
(56%)
MAX
3.66
95%
0.79
Q3
0.12
AVG
0.14
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.66
IQR
0.116
STD
0.300
VAR
0.090
KURT.
13.6
SKEW
3.18
SUM
1,614
54
tb_activity_on_indesign
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
590
(5%)
ZEROES:
7,896
(69%)
MAX
5.23
95%
0.75
Q3
0.03
AVG
0.11
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
5.23
IQR
0.028
STD
0.278
VAR
0.077
KURT.
24.7
SKEW
3.95
SUM
1,224
55
tb_activity_on_lightroom
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
999
(9%)
ZEROES:
5,971
(52%)
MAX
6.46
95%
1.10
Q3
0.17
AVG
0.20
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
6.46
IQR
0.171
STD
0.449
VAR
0.202
KURT.
23.5
SKEW
3.89
SUM
2,313
56
tb_activity_on_media_encoder
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
324
(3%)
ZEROES:
9,749
(85%)
MAX
1.61
95%
0.07
Q3
0.00
AVG
0.02
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
1.61
IQR
0.00
STD
0.096
VAR
0.009
KURT.
101
SKEW
9.02
SUM
205
57
tb_activity_on_photoshop
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
1,712
(15%)
ZEROES:
---
MAX
13.8
95%
1.5
Q3
0.7
AVG
0.5
MEDIAN
0.3
Q1
0.1
5%
0.0
MIN
0.0
RANGE
13.8
IQR
0.564
STD
0.589
VAR
0.347
KURT.
61.9
SKEW
5.04
SUM
5,683
58
tb_activity_on_premiere_pro
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
611
(5%)
ZEROES:
8,834
(77%)
MAX
13.8
95%
0.4
Q3
0.0
AVG
0.1
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
13.8
IQR
0.00
STD
0.289
VAR
0.083
KURT.
505
SKEW
15.1
SUM
720
59
tb_activity_on_adobe_xd
VALUES:
11,447
(100%)
MISSING:
---
DISTINCT:
211
(2%)
ZEROES:
10,697
(93%)
MAX
3.07
95%
0.01
Q3
0.00
AVG
0.01
MEDIAN
0.00
Q1
0.00
5%
0.00
MIN
0.00
RANGE
3.07
IQR
0.00
STD
0.071
VAR
0.005
KURT.
470
SKEW
17.7
SUM
88.5
ps_cluster_encoded
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_indesign
0.22
tb_activity_on_premiere_pro
-0.13
tb_activity_on_media_encoder
-0.12
tb_activity_on_acrobat
0.12
count_camera_model
0.11
tb_activity_on_after_effects
-0.11
total_photo_usage
-0.09
tb_activity_on_lightroom
-0.08
count_camera_make
0.08
ps_doc_average_height
-0.08
ps_weekday_nonworking_usage
-0.08
tb_activity_on_adobe_xd
-0.07
tb_activity_on_illustrator
0.07
ps_weekday_working_usage
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
1.00
most_used_products
0.24
sv_job_collated
0.21
sub_type
0.12
machine_ps_max_memory
0.11
email_extn
0.11
sv_purpose_collated
0.09
machine_ps_max_numprocessors
0.08
sv_skill_collated
0.08
operating_system
0.05
generic_email
0.04
market_segment
0.04
machine_ps_max_monitorcount
0.04
education_domain_1_0
0.03
MOST FREQUENT VALUES
3.0
3,309
28.9%
2.0
2,700
23.6%
4.0
2,162
18.9%
0.0
1,786
15.6%
1.0
1,490
13.0%
SMALLEST VALUES
0.0
1,786
15.6%
1.0
1,490
13.0%
2.0
2,700
23.6%
3.0
3,309
28.9%
4.0
2,162
18.9%
LARGEST VALUES
4.0
2,162
18.9%
3.0
3,309
28.9%
2.0
2,700
23.6%
1.0
1,490
13.0%
0.0
1,786
15.6%
Associations
[Only including dataset "DataFrame"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
■ Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

• Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
ps_cluster_encoded
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_indesign
0.22
tb_activity_on_premiere_pro
-0.13
tb_activity_on_media_encoder
-0.12
tb_activity_on_acrobat
0.12
count_camera_model
0.11
tb_activity_on_after_effects
-0.11
total_photo_usage
-0.09
tb_activity_on_lightroom
-0.08
count_camera_make
0.08
ps_doc_average_height
-0.08
ps_weekday_nonworking_usage
-0.08
tb_activity_on_adobe_xd
-0.07
tb_activity_on_illustrator
0.07
ps_weekday_working_usage
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
1.00
most_used_products
0.24
sv_job_collated
0.21
sub_type
0.12
machine_ps_max_memory
0.11
email_extn
0.11
sv_purpose_collated
0.09
machine_ps_max_numprocessors
0.08
sv_skill_collated
0.08
operating_system
0.05
generic_email
0.04
market_segment
0.04
machine_ps_max_monitorcount
0.04
education_domain_1_0
0.03
MOST FREQUENT VALUES
3.0
3,309
28.9%
2.0
2,700
23.6%
4.0
2,162
18.9%
0.0
1,786
15.6%
1.0
1,490
13.0%
SMALLEST VALUES
0.0
1,786
15.6%
1.0
1,490
13.0%
2.0
2,700
23.6%
3.0
3,309
28.9%
4.0
2,162
18.9%
LARGEST VALUES
4.0
2,162
18.9%
3.0
3,309
28.9%
2.0
2,700
23.6%
1.0
1,490
13.0%
0.0
1,786
15.6%
ps_cluster
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
Photo Enthusiast
3,309
29%
3.00
Next Generation Creative
2,700
24%
2.00
Traditional Graphic Designer
2,162
19%
4.00
Independent Photo Pro
1,786
16%
0.00
Interactive Designer
1,490
13%
1.00
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
ps_cluster
PROVIDES INFORMATION ON...
sub_type
0.12
generic_email
0.10
most_used_products
0.09
sv_job_collated
0.07
email_extn
0.04
sv_purpose_collated
0.04
education_domain_1_0
0.04
machine_ps_max_monitorcount
0.03
market_segment
0.03
sv_skill_collated
0.02
operating_system
0.01
machine_ps_max_memory
0.01
machine_ps_max_numprocessors
0.01

THESE FEATURES
GIVE INFORMATION
ON ps_cluster:
sub_type
0.11
most_used_products
0.10
sv_job_collated
0.09
generic_email
0.04
sv_purpose_collated
0.04
sv_skill_collated
0.03
email_extn
0.02
machine_ps_max_monitorcount
0.02
machine_ps_max_memory
0.01
operating_system
0.01
market_segment
0.01
machine_ps_max_numprocessors
0.01
education_domain_1_0
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
CORRELATION RATIO WITH...
ps_cluster_encoded
1.00
tb_activity_on_indesign
0.43
tb_activity_on_illustrator
0.36
num_used_products
0.31
count_camera_model
0.30
tb_activity_on_lightroom
0.28
ps_weekday_working_usage
0.27
ps_doc_average_bit_depth
0.27
ps_doc_average_height
0.27
tb_tot_no_activities
0.25
tb_activity_on_acrobat
0.25
ps_weekend_usage
0.25
ps_doc_average_width
0.24
count_camera_make
0.24
market_segment
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
COMMERCIAL
9,894
86%
2.25
EDUCATION
1,553
14%
2.09
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
market_segment
PROVIDES INFORMATION ON...
education_domain_1_0
0.32
sub_type
0.11
email_extn
0.10
sv_job_collated
0.03
most_used_products
0.01
sv_skill_collated
0.01
sv_purpose_collated
0.01
ps_cluster
0.01
machine_ps_max_memory
0.00
generic_email
0.00
machine_ps_max_numprocessors
0.00
operating_system
0.00
machine_ps_max_monitorcount
0.00

THESE FEATURES
GIVE INFORMATION
ON market_segment:
sub_type
0.40
email_extn
0.19
education_domain_1_0
0.17
sv_job_collated
0.13
most_used_products
0.06
sv_skill_collated
0.06
sv_purpose_collated
0.03
ps_cluster
0.03
machine_ps_max_memory
0.02
generic_email
0.01
machine_ps_max_numprocessors
0.01
operating_system
0.00
machine_ps_max_monitorcount
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
market_segment
CORRELATION RATIO WITH...
num_used_products
0.20
ps_doc_average_width
0.12
tb_activity_on_lightroom
0.11
ps_weekday_nonworking_usage
0.11
ps_doc_average_height
0.11
ps_doc_average_bit_depth
0.10
ps_weekday_working_usage
0.10
count_camera_model
0.09
tb_activity_on_photoshop
0.09
count_camera_make
0.08
tb_tot_no_activities
0.07
tb_activity_on_bridge
0.07
ps_doc_average_file_size
0.06
tb_activity_on_premiere_pro
0.05
sub_type
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
Phtoshp Lightrm Bndl
4,320
38%
2.18
Creative Cloud Indiv
4,055
35%
2.13
Creative Cloud
1,778
16%
2.52
Photoshop
489
4%
2.30
Acrobat Pro Subs CC
267
2%
2.53
CC Photography New
244
2%
2.12
Illustrator
103
<1%
2.34
Adobe Premiere Pro
71
<1%
1.56
InDesign
53
<1%
2.49
Lightroom CC
20
<1%
2.15
Adobe Premiere RUSH
12
<1%
2.17
Dreamweaver
10
<1%
2.50
After Effects
6
<1%
0.83
Acrobat Professional
6
<1%
2.50
CCI & Stock
3
<1%
2.67
Photoshop Express
2
<1%
2.50
Adobe Spark
2
<1%
2.50
(Other)
6
<1%
2.00
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sub_type
PROVIDES INFORMATION ON...
market_segment
0.40
generic_email
0.28
most_used_products
0.18
education_domain_1_0
0.15
ps_cluster
0.11
sv_job_collated
0.10
sv_purpose_collated
0.08
email_extn
0.08
machine_ps_max_monitorcount
0.07
sv_skill_collated
0.03
machine_ps_max_memory
0.02
operating_system
0.01
machine_ps_max_numprocessors
0.01

THESE FEATURES
GIVE INFORMATION
ON sub_type:
most_used_products
0.20
sv_job_collated
0.13
generic_email
0.12
ps_cluster
0.12
market_segment
0.11
sv_purpose_collated
0.08
machine_ps_max_monitorcount
0.04
email_extn
0.04
sv_skill_collated
0.04
education_domain_1_0
0.02
machine_ps_max_memory
0.02
operating_system
0.01
machine_ps_max_numprocessors
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
CORRELATION RATIO WITH...
num_used_products
0.53
tb_activity_on_illustrator
0.48
tb_activity_on_indesign
0.44
ps_weekday_working_usage
0.37
tb_activity_on_acrobat
0.37
tb_activity_on_lightroom
0.35
ps_doc_average_bit_depth
0.33
ps_weekend_usage
0.32
ps_doc_average_width
0.24
ps_doc_average_height
0.23
count_camera_model
0.21
tb_activity_on_premiere_pro
0.20
tb_tot_no_activities
0.20
ps_weekday_nonworking_usage
0.19
ps_weekday_working_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_weekend_usage
-0.69
ps_weekday_nonworking_usage
-0.61
tb_activity_on_indesign
0.22
tb_activity_on_illustrator
0.21
tb_activity_on_acrobat
0.19
count_camera_model
0.13
ps_doc_average_bit_depth
-0.12
web_usage
0.11
mobile_usage
-0.11
tb_activity_on_lightroom
-0.11
num_used_products
0.09
ps_doc_average_height
-0.09
count_camera_make
0.09
tb_tot_no_activities
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.37
generic_email
0.30
ps_cluster
0.27
most_used_products
0.25
sv_job_collated
0.25
sv_purpose_collated
0.23
machine_ps_max_monitorcount
0.17
email_extn
0.13
sv_skill_collated
0.13
market_segment
0.10
machine_ps_max_memory
0.10
education_domain_1_0
0.08
operating_system
0.08
machine_ps_max_numprocessors
0.07
MOST FREQUENT VALUES
0.0
551
4.8%
1.0
486
4.2%
0.4
7
<0.1%
0.666666667
6
<0.1%
0.5
6
<0.1%
0.777777778
4
<0.1%
0.75
4
<0.1%
0.25
4
<0.1%
0.285714286
4
<0.1%
0.333333333
3
<0.1%
0.357142857
3
<0.1%
0.45
3
<0.1%
0.222222222
3
<0.1%
0.636363636
3
<0.1%
0.045454545
3
<0.1%
SMALLEST VALUES
0.0
551
4.8%
6.84e-05
1
<0.1%
0.000356824
1
<0.1%
0.000404204
1
<0.1%
0.000460738
1
<0.1%
0.000661376
1
<0.1%
0.000891058
1
<0.1%
0.000969932
1
<0.1%
0.001002506
1
<0.1%
0.001032936
1
<0.1%
0.001423108
1
<0.1%
0.001831055
1
<0.1%
0.002173283
1
<0.1%
0.002222222
1
<0.1%
0.002510592
1
<0.1%
LARGEST VALUES
1.0
486
4.2%
0.999965691
1
<0.1%
0.999871718
1
<0.1%
0.999857535
1
<0.1%
0.999826957
1
<0.1%
0.9998257
1
<0.1%
0.999820537
1
<0.1%
0.999820226
1
<0.1%
0.999797462
1
<0.1%
0.999787675
1
<0.1%
0.999787517
1
<0.1%
0.999750875
1
<0.1%
0.999736565
1
<0.1%
0.999709661
1
<0.1%
0.999682993
1
<0.1%
ps_weekday_nonworking_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_weekday_working_usage
-0.61
ps_weekend_usage
-0.15
tb_activity_on_indesign
-0.10
tb_activity_on_acrobat
-0.10
ps_cluster_encoded
-0.08
tb_activity_on_illustrator
-0.07
tb_activity_on_photoshop
0.06
web_usage
-0.05
mobile_usage
0.05
count_camera_model
-0.05
ps_doc_average_height
0.05
tb_activity_on_lightroom
0.04
total_illustration_usage
0.04
total_photo_usage
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.19
generic_email
0.14
sv_job_collated
0.12
ps_cluster
0.12
market_segment
0.11
sv_purpose_collated
0.11
most_used_products
0.11
email_extn
0.10
machine_ps_max_monitorcount
0.09
machine_ps_max_memory
0.08
education_domain_1_0
0.07
sv_skill_collated
0.07
machine_ps_max_numprocessors
0.05
operating_system
0.03
MOST FREQUENT VALUES
0.0
1,368
12.0%
1.0
47
0.4%
0.5
7
<0.1%
0.6
4
<0.1%
0.155555556
4
<0.1%
0.782608696
3
<0.1%
0.3
3
<0.1%
0.2
2
<0.1%
0.09375
2
<0.1%
0.010309278
2
<0.1%
0.153374233
2
<0.1%
0.428571429
2
<0.1%
0.130662021
2
<0.1%
0.023255814
2
<0.1%
0.118421053
2
<0.1%
SMALLEST VALUES
0.0
1,368
12.0%
1.83e-05
1
<0.1%
3.43e-05
1
<0.1%
3.88e-05
1
<0.1%
5.62e-05
1
<0.1%
8.28e-05
1
<0.1%
0.000125506
1
<0.1%
0.000126148
1
<0.1%
0.000128282
1
<0.1%
0.00013678
1
<0.1%
0.000138074
1
<0.1%
0.000142465
1
<0.1%
0.000149071
1
<0.1%
0.000155853
1
<0.1%
0.000168577
1
<0.1%
LARGEST VALUES
1.0
47
0.4%
0.998951782
1
<0.1%
0.996491228
1
<0.1%
0.994060347
1
<0.1%
0.993067591
1
<0.1%
0.989077108
1
<0.1%
0.98690671
1
<0.1%
0.985294118
1
<0.1%
0.985263158
1
<0.1%
0.985018727
1
<0.1%
0.982997763
1
<0.1%
0.982991496
1
<0.1%
0.982539683
1
<0.1%
0.981742547
1
<0.1%
0.980820106
1
<0.1%
ps_weekend_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_weekday_working_usage
-0.69
tb_activity_on_illustrator
-0.20
tb_activity_on_indesign
-0.19
ps_weekday_nonworking_usage
-0.15
tb_activity_on_acrobat
-0.15
count_camera_model
-0.12
ps_doc_average_bit_depth
0.11
tb_tot_no_activities
-0.10
tb_activity_on_lightroom
0.09
num_used_products
-0.09
mobile_usage
0.09
web_usage
-0.09
count_camera_make
-0.07
ps_doc_average_height
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.32
ps_cluster
0.25
generic_email
0.25
most_used_products
0.23
sv_job_collated
0.22
sv_purpose_collated
0.19
machine_ps_max_monitorcount
0.12
sv_skill_collated
0.11
email_extn
0.10
operating_system
0.08
machine_ps_max_memory
0.08
machine_ps_max_numprocessors
0.07
education_domain_1_0
0.04
market_segment
0.02
MOST FREQUENT VALUES
0.0
1,407
12.3%
1.0
342
3.0%
0.428571429
5
<0.1%
0.333333333
4
<0.1%
0.111111111
4
<0.1%
0.222222222
3
<0.1%
0.3
3
<0.1%
0.571428571
3
<0.1%
0.611111111
3
<0.1%
0.125
3
<0.1%
0.047619048
3
<0.1%
0.5
3
<0.1%
0.75
3
<0.1%
0.777777778
2
<0.1%
0.230769231
2
<0.1%
SMALLEST VALUES
0.0
1,407
12.3%
8.84e-06
1
<0.1%
1.11e-05
1
<0.1%
1.31e-05
1
<0.1%
1.4e-05
1
<0.1%
1.62e-05
1
<0.1%
2.18e-05
1
<0.1%
2.49e-05
1
<0.1%
2.88e-05
1
<0.1%
3.1e-05
1
<0.1%
3.41e-05
1
<0.1%
3.86e-05
1
<0.1%
4.02e-05
1
<0.1%
4.33e-05
1
<0.1%
4.58e-05
1
<0.1%
LARGEST VALUES
1.0
342
3.0%
0.996655518
1
<0.1%
0.996043521
1
<0.1%
0.994408602
1
<0.1%
0.992639327
1
<0.1%
0.992467611
1
<0.1%
0.99197995
1
<0.1%
0.990820734
1
<0.1%
0.990338164
1
<0.1%
0.98951049
1
<0.1%
0.989120497
1
<0.1%
0.987767584
1
<0.1%
0.986013986
1
<0.1%
0.985365854
1
<0.1%
0.985206625
1
<0.1%
sv_job_collated
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
unknown
4,461
39%
2.25
hobbyist
1,706
15%
2.45
photographer
1,528
13%
1.78
printgraphicdesign
1,134
10%
2.63
student
673
6%
2.04
other
454
4%
2.32
multiple_jobs
368
3%
2.24
video
271
2%
1.39
academic
190
2%
2.39
webmobiledesign
181
2%
1.76
marketing
177
2%
2.74
biz_pro
138
1%
2.34
it_pro
122
1%
2.25
developer
43
<1%
2.02
purchasemanager
1
<1%
3.00
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sv_job_collated
PROVIDES INFORMATION ON...
sv_purpose_collated
0.52
sv_skill_collated
0.25
education_domain_1_0
0.13
market_segment
0.13
sub_type
0.13
ps_cluster
0.09
most_used_products
0.09
generic_email
0.09
email_extn
0.07
machine_ps_max_monitorcount
0.03
operating_system
0.03
machine_ps_max_memory
0.02
machine_ps_max_numprocessors
0.01

THESE FEATURES
GIVE INFORMATION
ON sv_job_collated:
sv_purpose_collated
0.38
sv_skill_collated
0.24
sub_type
0.10
most_used_products
0.08
ps_cluster
0.07
generic_email
0.03
email_extn
0.03
market_segment
0.03
machine_ps_max_memory
0.02
machine_ps_max_monitorcount
0.01
education_domain_1_0
0.01
operating_system
0.01
machine_ps_max_numprocessors
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sv_job_collated
CORRELATION RATIO WITH...
tb_activity_on_illustrator
0.37
tb_activity_on_indesign
0.34
tb_activity_on_media_encoder
0.30
num_used_products
0.29
tb_activity_on_after_effects
0.28
tb_activity_on_lightroom
0.28
tb_activity_on_acrobat
0.26
tb_activity_on_premiere_pro
0.25
ps_doc_average_bit_depth
0.25
ps_weekday_working_usage
0.25
ps_weekend_usage
0.22
ps_doc_average_width
0.21
ps_doc_average_height
0.21
ps_cluster_encoded
0.21
sv_skill_collated
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
unknown
3,322
29%
2.28
beginner
2,273
20%
2.27
experienced
1,938
17%
2.04
beginner|experienced
1,090
10%
2.11
intermediate
962
8%
2.37
beginner|intermediate
655
6%
2.24
all_three_skill_levels
649
6%
2.31
intermediate|experienced
558
5%
2.25
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sv_skill_collated
PROVIDES INFORMATION ON...
sv_purpose_collated
0.31
sv_job_collated
0.24
education_domain_1_0
0.07
market_segment
0.06
sub_type
0.04
email_extn
0.04
ps_cluster
0.03
generic_email
0.02
machine_ps_max_memory
0.02
most_used_products
0.01
machine_ps_max_monitorcount
0.01
machine_ps_max_numprocessors
0.01
operating_system
0.01

THESE FEATURES
GIVE INFORMATION
ON sv_skill_collated:
sv_job_collated
0.25
sv_purpose_collated
0.23
sub_type
0.03
ps_cluster
0.02
email_extn
0.01
machine_ps_max_memory
0.01
market_segment
0.01
most_used_products
0.01
generic_email
0.01
education_domain_1_0
0.01
machine_ps_max_numprocessors
0.01
machine_ps_max_monitorcount
0.00
operating_system
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sv_skill_collated
CORRELATION RATIO WITH...
tb_tot_no_activities
0.19
num_used_products
0.17
tb_activity_on_illustrator
0.16
tb_activity_on_photoshop
0.14
count_camera_model
0.14
tb_activity_on_indesign
0.13
ps_weekday_working_usage
0.13
tb_activity_on_lightroom
0.12
tb_activity_on_bridge
0.12
ps_doc_average_bit_depth
0.12
count_camera_make
0.11
ps_doc_average_width
0.11
ps_weekend_usage
0.11
ps_doc_average_height
0.10
sv_purpose_collated
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
unknown
4,481
39%
2.25
me_professional
3,714
32%
2.08
me_nonprofessional
1,923
17%
2.36
org_involved
766
7%
2.38
org_notinvolved
225
2%
2.44
me_nonprofessional|me_professional
195
2%
2.10
me_professional|org_involved
67
<1%
2.16
me_professional|org_notinvolved
24
<1%
2.12
me_nonprofessional|org_involved
19
<1%
2.58
org_involved|org_notinvolved
13
<1%
2.62
me_nonprofessional|org_notinvolved
7
<1%
2.86
me_nonprofessional|me_professional|org_notinvolved
6
<1%
3.50
me_professional|org_involved|org_notinvolved
4
<1%
3.00
me_nonprofessional|me_professional|org_involved
3
<1%
3.00
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
sv_purpose_collated
PROVIDES INFORMATION ON...
sv_job_collated
0.38
sv_skill_collated
0.23
generic_email
0.11
sub_type
0.08
email_extn
0.04
education_domain_1_0
0.04
ps_cluster
0.04
market_segment
0.03
most_used_products
0.03
machine_ps_max_monitorcount
0.02
machine_ps_max_memory
0.01
operating_system
0.01
machine_ps_max_numprocessors
0.01

THESE FEATURES
GIVE INFORMATION
ON sv_purpose_collated:
sv_job_collated
0.52
sv_skill_collated
0.31
sub_type
0.08
generic_email
0.05
ps_cluster
0.04
most_used_products
0.03
email_extn
0.02
machine_ps_max_monitorcount
0.01
market_segment
0.01
machine_ps_max_memory
0.01
education_domain_1_0
0.01
machine_ps_max_numprocessors
0.00
operating_system
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sv_purpose_collated
CORRELATION RATIO WITH...
ps_weekday_working_usage
0.23
tb_activity_on_indesign
0.22
tb_activity_on_illustrator
0.22
tb_activity_on_acrobat
0.20
ps_weekend_usage
0.19
num_used_products
0.19
ps_doc_average_bit_depth
0.17
tb_activity_on_lightroom
0.15
ps_doc_average_layers
0.12
ps_doc_average_height
0.11
ps_doc_average_width
0.11
ps_weekday_nonworking_usage
0.11
count_camera_model
0.10
ps_cluster_encoded
0.09
ps_doc_average_file_size
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_average_width
0.39
ps_doc_average_height
0.36
ps_doc_average_bit_depth
0.22
tb_activity_on_photoshop
0.12
ps_doc_average_layers
0.11
tb_activity_on_lightroom
0.11
tb_tot_no_activities
0.10
tb_activity_on_bridge
0.09
total_video_usage
0.08
total_photo_usage
0.07
total_illustration_usage
0.06
total_design_usage
0.05
tb_activity_on_acrobat
-0.04
ps_doc_category_pattern_texture
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_ps_max_memory
0.13
most_used_products
0.12
ps_cluster
0.11
sub_type
0.09
sv_job_collated
0.08
sv_skill_collated
0.08
machine_ps_max_numprocessors
0.08
email_extn
0.08
market_segment
0.06
operating_system
0.05
sv_purpose_collated
0.04
education_domain_1_0
0.04
generic_email
0.03
machine_ps_max_monitorcount
0.03
MOST FREQUENT VALUES
0.0
436
3.8%
1.0
105
0.9%
3.0
70
0.6%
2.0
65
0.6%
0.5
56
0.5%
4.0
52
0.5%
6.0
51
0.4%
5.0
43
0.4%
7.0
42
0.4%
1.5
35
0.3%
2.5
34
0.3%
3.5
33
0.3%
9.0
32
0.3%
11.0
27
0.2%
4.5
27
0.2%
SMALLEST VALUES
0.0
436
3.8%
0.018691589
1
<0.1%
0.03030303
1
<0.1%
0.033898305
1
<0.1%
0.045454545
1
<0.1%
0.047619048
1
<0.1%
0.05
1
<0.1%
0.052631579
1
<0.1%
0.076923077
1
<0.1%
0.083333333
3
<0.1%
0.084507042
1
<0.1%
0.0875
1
<0.1%
0.090909091
3
<0.1%
0.095238095
1
<0.1%
0.099099099
1
<0.1%
LARGEST VALUES
6821.257732
1
<0.1%
4637.216667
1
<0.1%
3291.342105
1
<0.1%
1969.060241
1
<0.1%
1954.333333
1
<0.1%
1798.60274
1
<0.1%
1769.78125
1
<0.1%
1697.857143
1
<0.1%
1466.0
1
<0.1%
1328.931034
1
<0.1%
1264.411765
1
<0.1%
1258.182927
1
<0.1%
1254.318182
1
<0.1%
1207.519231
1
<0.1%
1142.527273
1
<0.1%
ps_doc_average_bit_depth
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_lightroom
0.49
ps_doc_average_width
0.39
ps_doc_average_height
0.37
ps_doc_average_file_size
0.22
tb_activity_on_illustrator
-0.15
tb_tot_no_activities
0.14
ps_doc_category_pattern_texture
0.14
tb_activity_on_indesign
-0.14
num_used_products
-0.13
tb_activity_on_acrobat
-0.12
ps_weekday_working_usage
-0.12
ps_weekend_usage
0.11
tb_activity_on_photoshop
0.09
ps_doc_average_layers
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.49
sub_type
0.33
ps_cluster
0.27
sv_job_collated
0.25
generic_email
0.18
sv_purpose_collated
0.17
machine_ps_max_memory
0.14
email_extn
0.12
sv_skill_collated
0.12
market_segment
0.10
education_domain_1_0
0.06
machine_ps_max_monitorcount
0.06
machine_ps_max_numprocessors
0.06
operating_system
0.02
MOST FREQUENT VALUES
8.0
5,521
48.2%
0.0
181
1.6%
16.0
163
1.4%
12.0
87
0.8%
10.0
75
0.7%
10.66666667
48
0.4%
9.0
45
0.4%
11.0
37
0.3%
14.0
36
0.3%
8.333333333
36
0.3%
9.333333333
33
0.3%
8.666666667
30
0.3%
8.5
29
0.3%
9.6
25
0.2%
8.25
25
0.2%
SMALLEST VALUES
0.0
181
1.6%
3.548387097
1
<0.1%
3.8
1
<0.1%
4.5
6
<0.1%
4.736842105
1
<0.1%
5.033333333
1
<0.1%
5.5
1
<0.1%
5.666666667
2
<0.1%
5.8
1
<0.1%
6.166666667
1
<0.1%
6.265625
1
<0.1%
6.267857143
1
<0.1%
6.490566038
1
<0.1%
6.529411765
1
<0.1%
6.537313433
1
<0.1%
LARGEST VALUES
32.0
2
<0.1%
25.33333333
1
<0.1%
25.05714286
1
<0.1%
23.11111111
1
<0.1%
21.92592593
1
<0.1%
21.79411765
1
<0.1%
21.27272727
1
<0.1%
20.76315789
1
<0.1%
20.11111111
1
<0.1%
20.0
1
<0.1%
19.2
1
<0.1%
19.11111111
1
<0.1%
18.5
1
<0.1%
18.36363636
1
<0.1%
18.30769231
1
<0.1%
ps_doc_average_layers
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_design_usage
0.18
tb_activity_on_adobe_xd
0.14
ps_doc_average_file_size
0.11
num_used_products
0.11
tb_activity_on_illustrator
0.10
total_video_usage
0.09
tb_activity_on_lightroom
-0.08
tb_activity_on_after_effects
0.07
ps_doc_average_bit_depth
-0.07
ps_weekend_usage
-0.07
tb_tot_no_activities
0.06
tb_activity_on_photoshop
0.06
ps_weekday_working_usage
0.06
ps_cluster_encoded
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.18
email_extn
0.18
sub_type
0.14
sv_job_collated
0.14
most_used_products
0.14
sv_purpose_collated
0.12
machine_ps_max_monitorcount
0.10
generic_email
0.08
sv_skill_collated
0.07
machine_ps_max_memory
0.06
operating_system
0.05
machine_ps_max_numprocessors
0.05
market_segment
0.01
education_domain_1_0
0.00
MOST FREQUENT VALUES
0.0
1,605
14.0%
1.0
218
1.9%
0.5
171
1.5%
0.333333333
114
1.0%
2.0
98
0.9%
0.25
82
0.7%
0.666666667
73
0.6%
1.5
72
0.6%
3.0
61
0.5%
0.2
57
0.5%
0.166666667
52
0.5%
0.4
50
0.4%
1.333333333
49
0.4%
0.142857143
49
0.4%
0.75
48
0.4%
SMALLEST VALUES
0.0
1,605
14.0%
0.006329114
1
<0.1%
0.006535948
2
<0.1%
0.006756757
1
<0.1%
0.007042254
1
<0.1%
0.007194245
2
<0.1%
0.007462687
1
<0.1%
0.007575758
1
<0.1%
0.0078125
1
<0.1%
0.008064516
1
<0.1%
0.008403361
1
<0.1%
0.008547009
1
<0.1%
0.009009009
1
<0.1%
0.009090909
1
<0.1%
0.009174312
4
<0.1%
LARGEST VALUES
978.7096774
1
<0.1%
787.0
1
<0.1%
590.287234
1
<0.1%
571.0
1
<0.1%
569.5185185
1
<0.1%
503.0481928
1
<0.1%
467.1428571
1
<0.1%
424.3076923
1
<0.1%
417.5849057
1
<0.1%
388.4246575
1
<0.1%
342.1142857
1
<0.1%
333.0
1
<0.1%
331.4
1
<0.1%
287.7333333
1
<0.1%
278.7727273
1
<0.1%
ps_doc_average_height
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_average_width
0.82
ps_doc_average_bit_depth
0.37
ps_doc_average_file_size
0.36
tb_activity_on_lightroom
0.21
num_used_products
-0.13
tb_activity_on_bridge
0.13
total_photo_usage
0.12
tb_activity_on_photoshop
0.12
tb_tot_no_activities
0.09
ps_weekday_working_usage
-0.09
tb_activity_on_acrobat
-0.09
ps_cluster_encoded
-0.08
total_illustration_usage
0.08
tb_activity_on_indesign
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.27
most_used_products
0.26
sub_type
0.23
sv_job_collated
0.21
generic_email
0.12
sv_purpose_collated
0.11
machine_ps_max_memory
0.11
email_extn
0.11
market_segment
0.11
sv_skill_collated
0.10
machine_ps_max_monitorcount
0.08
education_domain_1_0
0.06
operating_system
0.05
machine_ps_max_numprocessors
0.04
MOST FREQUENT VALUES
0.0
181
1.6%
1080.0
14
0.1%
4000.0
13
0.1%
4032.0
11
<0.1%
1268.0
9
<0.1%
4016.0
7
<0.1%
5504.0
7
<0.1%
2100.0
6
<0.1%
949.0
6
<0.1%
4480.0
6
<0.1%
600.0
6
<0.1%
3000.0
6
<0.1%
3300.0
6
<0.1%
3648.0
5
<0.1%
6000.0
5
<0.1%
SMALLEST VALUES
0.0
181
1.6%
9.0
1
<0.1%
36.0
1
<0.1%
45.5
1
<0.1%
76.0
1
<0.1%
100.0
1
<0.1%
164.88
1
<0.1%
173.0
1
<0.1%
187.0
1
<0.1%
210.0
2
<0.1%
224.0
1
<0.1%
236.5
2
<0.1%
240.0
1
<0.1%
242.5
1
<0.1%
250.0
1
<0.1%
LARGEST VALUES
50311.5
1
<0.1%
26737.5
1
<0.1%
23478.42857
1
<0.1%
22800.0
1
<0.1%
20146.93976
1
<0.1%
19145.71429
1
<0.1%
17727.38333
1
<0.1%
16781.0
1
<0.1%
15996.75
1
<0.1%
15536.55556
1
<0.1%
15499.40909
1
<0.1%
14717.33333
1
<0.1%
14453.2
1
<0.1%
14041.9434
1
<0.1%
13200.0
1
<0.1%
ps_doc_average_width
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_average_height
0.82
ps_doc_average_bit_depth
0.39
ps_doc_average_file_size
0.39
tb_activity_on_lightroom
0.24
tb_activity_on_bridge
0.13
num_used_products
-0.12
tb_activity_on_photoshop
0.11
tb_tot_no_activities
0.11
total_photo_usage
0.09
tb_activity_on_acrobat
-0.08
ps_weekday_working_usage
-0.07
tb_activity_on_indesign
-0.07
tb_activity_on_illustrator
-0.07
total_illustration_usage
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.27
ps_cluster
0.24
sub_type
0.24
sv_job_collated
0.21
machine_ps_max_memory
0.14
market_segment
0.12
email_extn
0.12
sv_purpose_collated
0.11
sv_skill_collated
0.11
generic_email
0.11
education_domain_1_0
0.07
machine_ps_max_numprocessors
0.07
machine_ps_max_monitorcount
0.06
operating_system
0.02
MOST FREQUENT VALUES
0.0
181
1.6%
1920.0
14
0.1%
6000.0
13
0.1%
3024.0
11
<0.1%
1844.0
8
<0.1%
6016.0
8
<0.1%
4000.0
7
<0.1%
1396.0
6
<0.1%
8256.0
6
<0.1%
600.0
5
<0.1%
1280.0
5
<0.1%
2550.0
5
<0.1%
6720.0
5
<0.1%
1500.0
5
<0.1%
2234.0
4
<0.1%
SMALLEST VALUES
0.0
181
1.6%
9.0
1
<0.1%
36.0
1
<0.1%
120.0
1
<0.1%
165.0
1
<0.1%
224.0
1
<0.1%
227.0
1
<0.1%
250.0
1
<0.1%
277.88
1
<0.1%
300.0
2
<0.1%
304.0
1
<0.1%
307.5
1
<0.1%
354.0
1
<0.1%
372.0
1
<0.1%
374.5
1
<0.1%
LARGEST VALUES
57600.0
1
<0.1%
38598.0
1
<0.1%
31966.0
1
<0.1%
24000.0
1
<0.1%
21869.1
1
<0.1%
20672.81667
1
<0.1%
18518.0
1
<0.1%
18165.65753
1
<0.1%
16808.0
1
<0.1%
15690.5
1
<0.1%
14890.45455
1
<0.1%
14595.24627
1
<0.1%
14132.0
1
<0.1%
14027.07692
1
<0.1%
13792.33333
1
<0.1%
ps_doc_average_openseconds
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_average_width
0.01
ps_cluster_encoded
-0.01
ps_doc_average_height
0.01
num_used_products
-0.01
tb_activity_on_indesign
-0.01
tb_activity_on_illustrator
-0.01
ps_doc_average_bit_depth
-0.01
ps_weekday_nonworking_usage
-0.01
tb_tot_no_activities
-0.00
count_camera_model
-0.00
mobile_usage
-0.00
web_usage
0.00
tb_activity_on_acrobat
-0.00
ps_doc_average_layers
-0.00

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sv_job_collated
0.04
machine_ps_max_numprocessors
0.03
sv_skill_collated
0.02
machine_ps_max_memory
0.02
email_extn
0.02
ps_cluster
0.02
sub_type
0.02
sv_purpose_collated
0.01
operating_system
0.01
most_used_products
0.01
market_segment
0.00
machine_ps_max_monitorcount
0.00
education_domain_1_0
0.00
generic_email
0.00
MOST FREQUENT VALUES
0.0
381
3.3%
1.0
269
2.3%
2.0
169
1.5%
3.0
114
1.0%
0.5
113
1.0%
4.0
99
0.9%
1.5
96
0.8%
5.0
71
0.6%
2.5
71
0.6%
0.666666667
68
0.6%
0.333333333
67
0.6%
6.0
66
0.6%
3.5
57
0.5%
1.333333333
55
0.5%
0.75
45
0.4%
SMALLEST VALUES
-34937014979.0
1
<0.1%
-14233598788.0
1
<0.1%
-9109503237.0
1
<0.1%
-8294399119.0
1
<0.1%
0.0
381
3.3%
0.011904762
1
<0.1%
0.015873016
1
<0.1%
0.017241379
1
<0.1%
0.020408163
1
<0.1%
0.026315789
1
<0.1%
0.033333333
2
<0.1%
0.033613445
1
<0.1%
0.035714286
1
<0.1%
0.037037037
1
<0.1%
0.037735849
1
<0.1%
LARGEST VALUES
212032000000.0
1
<0.1%
128102000000.0
1
<0.1%
47058005692.0
1
<0.1%
12981521636.0
1
<0.1%
17753.0
1
<0.1%
14266.03333
1
<0.1%
10240.18182
1
<0.1%
9483.444444
1
<0.1%
8313.52
1
<0.1%
6289.227273
1
<0.1%
4383.518072
1
<0.1%
3327.5
1
<0.1%
3187.26087
1
<0.1%
2925.193548
1
<0.1%
2601.655172
1
<0.1%
generic_email
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
True
7,148
62%
2.18
False
4,299
38%
2.29
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
generic_email
PROVIDES INFORMATION ON...
education_domain_1_0
0.27
email_extn
0.13
sub_type
0.12
sv_purpose_collated
0.05
ps_cluster
0.04
machine_ps_max_monitorcount
0.04
most_used_products
0.04
sv_job_collated
0.03
sv_skill_collated
0.01
market_segment
0.01
machine_ps_max_memory
0.00
machine_ps_max_numprocessors
0.00
operating_system
0.00

THESE FEATURES
GIVE INFORMATION
ON generic_email:
sub_type
0.28
email_extn
0.14
sv_purpose_collated
0.11
ps_cluster
0.10
most_used_products
0.09
sv_job_collated
0.09
education_domain_1_0
0.09
machine_ps_max_monitorcount
0.05
sv_skill_collated
0.02
machine_ps_max_memory
0.01
machine_ps_max_numprocessors
0.00
market_segment
0.00
operating_system
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
generic_email
CORRELATION RATIO WITH...
ps_weekday_working_usage
0.30
tb_activity_on_illustrator
0.27
tb_activity_on_indesign
0.26
tb_activity_on_acrobat
0.26
ps_weekend_usage
0.25
num_used_products
0.22
ps_doc_average_bit_depth
0.18
tb_activity_on_lightroom
0.16
count_camera_model
0.15
ps_weekday_nonworking_usage
0.14
ps_doc_average_height
0.12
mobile_usage
0.12
web_usage
0.12
tb_tot_no_activities
0.12
email_extn
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
com
9,327
81%
2.20
net
1,126
10%
2.44
edu
614
5%
2.07
org
227
2%
2.66
us
49
<1%
2.35
co
18
<1%
1.61
biz
9
<1%
2.56
io
8
<1%
2.50
tv
7
<1%
1.71
mx
4
<1%
2.75
me
3
<1%
2.00
info
3
<1%
2.67
cc
3
<1%
2.00
de
2
<1%
2.50
do
2
<1%
0.00
bm
2
<1%
3.00
coop
2
<1%
3.00
(Other)
41
<1%
1.88
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
email_extn
PROVIDES INFORMATION ON...
education_domain_1_0
0.99
market_segment
0.19
generic_email
0.14
sub_type
0.04
sv_job_collated
0.03
sv_purpose_collated
0.02
ps_cluster
0.02
most_used_products
0.02
sv_skill_collated
0.01
machine_ps_max_monitorcount
0.01
machine_ps_max_memory
0.01
operating_system
0.01
machine_ps_max_numprocessors
0.01

THESE FEATURES
GIVE INFORMATION
ON email_extn:
education_domain_1_0
0.29
generic_email
0.13
market_segment
0.10
sub_type
0.08
sv_job_collated
0.07
ps_cluster
0.04
sv_purpose_collated
0.04
most_used_products
0.04
sv_skill_collated
0.04
machine_ps_max_memory
0.03
machine_ps_max_monitorcount
0.02
machine_ps_max_numprocessors
0.02
operating_system
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
email_extn
CORRELATION RATIO WITH...
total_video_usage
0.29
tb_activity_on_adobe_xd
0.19
ps_doc_average_layers
0.18
num_used_products
0.17
tb_activity_on_illustrator
0.14
tb_activity_on_media_encoder
0.13
ps_weekday_working_usage
0.13
tb_activity_on_lightroom
0.12
tb_activity_on_premiere_pro
0.12
ps_doc_average_bit_depth
0.12
count_camera_model
0.12
tb_activity_on_bridge
0.12
ps_doc_average_width
0.12
ps_doc_category_pattern_texture
0.11
education_domain_1_0
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
0.0
10,820
95%
2.23
1.0
627
5%
2.07
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
education_domain_1_0
PROVIDES INFORMATION ON...
email_extn
0.29
market_segment
0.17
generic_email
0.09
sub_type
0.02
sv_job_collated
0.01
sv_skill_collated
0.01
sv_purpose_collated
0.01
ps_cluster
0.00
most_used_products
0.00
machine_ps_max_memory
0.00
machine_ps_max_monitorcount
0.00
machine_ps_max_numprocessors
0.00
operating_system
0.00

THESE FEATURES
GIVE INFORMATION
ON education_domain_1_0:
email_extn
0.99
market_segment
0.32
generic_email
0.27
sub_type
0.15
sv_job_collated
0.13
sv_skill_collated
0.07
sv_purpose_collated
0.04
ps_cluster
0.04
most_used_products
0.03
machine_ps_max_memory
0.03
machine_ps_max_numprocessors
0.01
machine_ps_max_monitorcount
0.01
operating_system
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
education_domain_1_0
CORRELATION RATIO WITH...
num_used_products
0.10
ps_weekday_working_usage
0.08
count_camera_model
0.07
ps_weekday_nonworking_usage
0.07
ps_doc_average_width
0.07
ps_doc_average_bit_depth
0.06
tb_activity_on_photoshop
0.06
tb_tot_no_activities
0.06
tb_activity_on_lightroom
0.06
count_camera_make
0.06
ps_doc_average_height
0.06
tb_activity_on_bridge
0.05
ps_weekend_usage
0.04
ps_doc_average_file_size
0.04
mobile_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
web_usage
-1.00
ps_weekday_working_usage
-0.11
tb_tot_no_activities
-0.10
ps_weekend_usage
0.09
count_camera_model
-0.08
tb_activity_on_photoshop
-0.08
tb_activity_on_indesign
-0.08
tb_activity_on_illustrator
-0.08
tb_activity_on_acrobat
-0.07
count_camera_make
-0.07
ps_weekday_nonworking_usage
0.05
num_used_products
-0.05
tb_activity_on_bridge
-0.04
total_design_usage
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.14
generic_email
0.12
machine_ps_max_memory
0.12
sv_job_collated
0.10
most_used_products
0.09
ps_cluster
0.09
machine_ps_max_monitorcount
0.09
sv_purpose_collated
0.08
machine_ps_max_numprocessors
0.07
sv_skill_collated
0.06
email_extn
0.04
market_segment
0.03
operating_system
0.02
education_domain_1_0
0.01
MOST FREQUENT VALUES
0.0
9,578
83.7%
0.333333333
84
0.7%
0.2
73
0.6%
0.25
70
0.6%
0.5
68
0.6%
1.0
67
0.6%
0.142857143
47
0.4%
0.125
46
0.4%
0.166666667
43
0.4%
0.111111111
40
0.3%
0.1
36
0.3%
0.090909091
32
0.3%
0.4
26
0.2%
0.071428571
24
0.2%
0.285714286
24
0.2%
SMALLEST VALUES
0.0
9,578
83.7%
0.003883495
1
<0.1%
0.005263158
1
<0.1%
0.005780347
1
<0.1%
0.006024096
1
<0.1%
0.006535948
1
<0.1%
0.006622517
1
<0.1%
0.006756757
1
<0.1%
0.006802721
1
<0.1%
0.007142857
1
<0.1%
0.007194245
1
<0.1%
0.007246377
1
<0.1%
0.007407407
1
<0.1%
0.008196721
2
<0.1%
0.008298755
1
<0.1%
LARGEST VALUES
1.0
67
0.6%
0.941176471
1
<0.1%
0.923076923
1
<0.1%
0.894736842
1
<0.1%
0.875
1
<0.1%
0.866141732
1
<0.1%
0.857142857
3
<0.1%
0.833333333
2
<0.1%
0.8
3
<0.1%
0.785714286
1
<0.1%
0.777777778
1
<0.1%
0.774193548
1
<0.1%
0.772058824
1
<0.1%
0.769230769
1
<0.1%
0.76744186
1
<0.1%
web_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
mobile_usage
-1.00
ps_weekday_working_usage
0.11
tb_tot_no_activities
0.10
ps_weekend_usage
-0.09
count_camera_model
0.08
tb_activity_on_photoshop
0.08
tb_activity_on_indesign
0.08
tb_activity_on_illustrator
0.08
tb_activity_on_acrobat
0.07
count_camera_make
0.07
ps_weekday_nonworking_usage
-0.05
num_used_products
0.05
tb_activity_on_bridge
0.04
total_design_usage
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.14
generic_email
0.12
machine_ps_max_memory
0.12
sv_job_collated
0.10
most_used_products
0.09
ps_cluster
0.09
machine_ps_max_monitorcount
0.09
sv_purpose_collated
0.08
machine_ps_max_numprocessors
0.07
sv_skill_collated
0.06
email_extn
0.04
market_segment
0.03
operating_system
0.02
education_domain_1_0
0.01
MOST FREQUENT VALUES
1.0
9,578
83.7%
0.666666667
84
0.7%
0.8
73
0.6%
0.75
70
0.6%
0.5
68
0.6%
0.0
67
0.6%
0.857142857
47
0.4%
0.875
46
0.4%
0.833333333
43
0.4%
0.888888889
40
0.3%
0.9
36
0.3%
0.909090909
32
0.3%
0.6
26
0.2%
0.928571429
24
0.2%
0.714285714
24
0.2%
SMALLEST VALUES
0.0
67
0.6%
0.058823529
1
<0.1%
0.076923077
1
<0.1%
0.105263158
1
<0.1%
0.125
1
<0.1%
0.133858268
1
<0.1%
0.142857143
3
<0.1%
0.166666667
2
<0.1%
0.2
3
<0.1%
0.214285714
1
<0.1%
0.222222222
1
<0.1%
0.225806452
1
<0.1%
0.227941176
1
<0.1%
0.230769231
1
<0.1%
0.23255814
1
<0.1%
LARGEST VALUES
1.0
9,578
83.7%
0.996116505
1
<0.1%
0.994736842
1
<0.1%
0.994219653
1
<0.1%
0.993975904
1
<0.1%
0.993464052
1
<0.1%
0.993377483
1
<0.1%
0.993243243
1
<0.1%
0.993197279
1
<0.1%
0.992857143
1
<0.1%
0.992805755
1
<0.1%
0.992753623
1
<0.1%
0.992592593
1
<0.1%
0.991803279
2
<0.1%
0.991701245
1
<0.1%
camera_make
MISSING:
---
1,173
10%
-
-
NOVALUE
776
7%
-
-
Canon
536
5%
-
-
Apple
535
5%
-
-
Apple|Canon
441
4%
-
-
NIKON CORPORATION
330
3%
-
-
Apple|Canon|NIKON CORPORATION
265
2%
-
-
Apple|NIKON CORPORATION
234
2%
-
-
Canon|NIKON CORPORATION
175
2%
-
-
unknown
159
1%
-
-
Apple|Canon|NIKON CORPORATION|SONY
153
1%
-
-
SONY
107
<1%
-
-
samsung
103
<1%
-
-
Canon|SONY
85
<1%
-
-
Apple|Canon|SONY
84
<1%
-
-
Canon|samsung
82
<1%
-
-
Canon|NIKON CORPORATION|SONY
73
<1%
-
-
Apple|SONY
56
<1%
-
-
Canon|NIKON CORPORATION|samsung
55
<1%
-
-
Apple|Canon|samsung
54
<1%
-
-
NIKON CORPORATION|SONY
49
<1%
-
-
Apple|Canon|NIKON CORPORATION|SONY|samsung
47
<1%
-
-
Apple|NIKON CORPORATION|SONY
47
<1%
-
-
Apple|Canon|NIKON CORPORATION|samsung
47
<1%
-
-
NIKON CORPORATION|samsung
45
<1%
-
-
Apple|samsung
41
<1%
-
-
Apple|Canon|FUJIFILM|NIKON CORPORATION
36
<1%
-
-
FUJIFILM
35
<1%
-
-
NoValue
32
<1%
-
-
Apple|Canon|FUJIFILM|NIKON CORPORATION|SONY
30
<1%
-
-
Google
28
<1%
-
-
Apple|Canon|FUJIFILM
28
<1%
-
-
Apple|NIKON CORPORATION|samsung
23
<1%
-
-
Apple|EPSON
23
<1%
-
-
Canon|NIKON CORPORATION|SONY|samsung
22
<1%
-
-
Apple|Canon|NIKON CORPORATION|Panasonic
22
<1%
-
-
Canon|FUJIFILM|NIKON CORPORATION
21
<1%
-
-
Apple|Canon|NIKON|NIKON CORPORATION
21
<1%
-
-
Canon|FUJIFILM
20
<1%
-
-
Apple|FUJIFILM
20
<1%
-
-
Apple|Canon|EPSON
19
<1%
-
-
Apple|Canon|Panasonic
19
<1%
-
-
Apple|Canon|DJI
19
<1%
-
-
Panasonic
19
<1%
-
-
Canon|SONY|samsung
19
<1%
-
-
Apple|Canon|NIKON CORPORATION|Panasonic|SONY
18
<1%
-
-
Canon|Google
18
<1%
-
-
Apple|NIKON|NIKON CORPORATION
18
<1%
-
-
SONY|samsung
17
<1%
-
-
Apple|Canon|DJI|NIKON CORPORATION|SONY
17
<1%
-
-
FUJIFILM|NIKON CORPORATION
17
<1%
-
-
Apple|Canon|NIKON|NIKON CORPORATION|SONY
17
<1%
-
-
Apple|Canon|SONY|samsung
15
<1%
-
-
EPSON
15
<1%
-
-
Apple|NIKON CORPORATION|Panasonic
15
<1%
-
-
Apple|Canon|Google|NIKON CORPORATION
15
<1%
-
-
Apple|Canon|Google
14
<1%
-
-
Apple|Canon|FUJIFILM|NIKON CORPORATION|SONY|samsung
14
<1%
-
-
Apple|Canon|NIKON
14
<1%
-
-
Google|NIKON CORPORATION
13
<1%
-
-
NIKON CORPORATION|SONY|samsung
5,002
44%
-
-
(Other)
camera_model
MISSING:
---
1,172
10%
-
-
NOVALUE
175
2%
-
-
unknown
47
<1%
-
-
Canon EOS 5D Mark IV
47
<1%
-
-
Canon EOS 5D Mark III
39
<1%
-
-
iPhone 8
37
<1%
-
-
NIKON D750
37
<1%
-
-
Canon EOS Rebel T6
35
<1%
-
-
NoValue
34
<1%
-
-
Canon EOS 6D
33
<1%
-
-
iPhone XR
32
<1%
-
-
iPhone X
30
<1%
-
-
NIKON D850
30
<1%
-
-
iPhone 11 Pro Max
28
<1%
-
-
iPhone 7
27
<1%
-
-
Canon EOS 5D Mark II
27
<1%
-
-
iPhone XS
27
<1%
-
-
ILCE-7M3
24
<1%
-
-
Canon EOS 80D
21
<1%
-
-
iPhone 6
21
<1%
-
-
iPhone 11 Pro
21
<1%
-
-
iPhone 11
20
<1%
-
-
Canon EOS 7D Mark II
19
<1%
-
-
iPhone 7 Plus
19
<1%
-
-
iPhone 8 Plus
16
<1%
-
-
iPhone XS Max
16
<1%
-
-
NIKON D810
16
<1%
-
-
iPhone 6s
15
<1%
-
-
ILCE-6000
14
<1%
-
-
Canon EOS 6D Mark II
14
<1%
-
-
Canon EOS 70D
13
<1%
-
-
NIKON D800
13
<1%
-
-
Canon EOS REBEL T5
13
<1%
-
-
NIKON D7100
12
<1%
-
-
NIKON D3300
12
<1%
-
-
Canon EOS 60D
11
<1%
-
-
NIKON D7500
11
<1%
-
-
NIKON D7000
11
<1%
-
-
NIKON D3200
11
<1%
-
-
Canon EOS Rebel T7i
11
<1%
-
-
Canon EOS 7D
11
<1%
-
-
SM-G975U
11
<1%
-
-
Canon EOS 5D Mark III|Canon EOS 5D Mark IV
10
<1%
-
-
NIKON D3400
10
<1%
-
-
ILCE-7RM2
10
<1%
-
-
Canon EOS REBEL T3i
10
<1%
-
-
Canon EOS R
10
<1%
-
-
ILCE-7RM3
10
<1%
-
-
Canon EOS REBEL T5i
9
<1%
-
-
iPhone 6 Plus
9
<1%
-
-
NIKON D5100
9
<1%
-
-
NIKON D7200
8
<1%
-
-
ILCE-7M2
8
<1%
-
-
Canon EOS 5DS R
8
<1%
-
-
NIKON D610
8
<1%
-
-
NIKON D5600
8
<1%
-
-
Canon EOS REBEL T2i
7
<1%
-
-
NIKON D500
7
<1%
-
-
NIKON Z 6
7
<1%
-
-
iPhone 5s
7
<1%
-
-
NoValue|NOVALUE
9,059
79%
-
-
(Other)
count_camera_make
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
count_camera_model
0.71
tb_activity_on_photoshop
0.39
tb_tot_no_activities
0.38
tb_activity_on_indesign
0.30
tb_activity_on_illustrator
0.22
tb_activity_on_bridge
0.18
total_design_usage
0.18
ps_doc_category_poster
0.18
num_used_products
0.16
ps_doc_category_typography
0.15
ps_doc_category_adv_banner
0.15
ps_doc_category_watercolor
0.11
total_photo_usage
0.11
ps_doc_category_sketch
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.24
most_used_products
0.18
sub_type
0.14
sv_job_collated
0.14
generic_email
0.11
sv_skill_collated
0.11
email_extn
0.09
machine_ps_max_memory
0.09
market_segment
0.08
machine_ps_max_numprocessors
0.07
sv_purpose_collated
0.07
operating_system
0.06
education_domain_1_0
0.06
machine_ps_max_monitorcount
0.05
MOST FREQUENT VALUES
0.005524862
1,900
16.6%
0.011049724
1,845
16.1%
0.016574586
1,441
12.6%
0.0
1,390
12.1%
0.022099448
1,049
9.2%
0.027624309
819
7.2%
0.033149171
575
5.0%
0.038674033
415
3.6%
0.044198895
244
2.1%
0.049723757
201
1.8%
0.055248619
134
1.2%
0.060773481
83
0.7%
0.066298343
76
0.7%
0.071823204
53
0.5%
0.077348066
45
0.4%
SMALLEST VALUES
0.0
1,390
12.1%
0.005524862
1,900
16.6%
0.005555556
3
<0.1%
0.005586592
1
<0.1%
0.005617978
4
<0.1%
0.005649718
1
<0.1%
0.005681818
4
<0.1%
0.005714286
3
<0.1%
0.005747126
1
<0.1%
0.005780347
3
<0.1%
0.005813953
3
<0.1%
0.005847953
4
<0.1%
0.005882353
2
<0.1%
0.00591716
7
<0.1%
0.005952381
1
<0.1%
LARGEST VALUES
1.320441989
1
<0.1%
0.248618785
1
<0.1%
0.233333333
1
<0.1%
0.227272727
1
<0.1%
0.216216216
1
<0.1%
0.17679558
1
<0.1%
0.158940397
1
<0.1%
0.154696133
1
<0.1%
0.149171271
1
<0.1%
0.147058824
1
<0.1%
0.146067416
1
<0.1%
0.143646409
2
<0.1%
0.134615385
1
<0.1%
0.132596685
2
<0.1%
0.127071823
1
<0.1%
count_camera_model
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
count_camera_make
0.71
tb_tot_no_activities
0.44
tb_activity_on_indesign
0.43
tb_activity_on_photoshop
0.42
tb_activity_on_illustrator
0.30
ps_doc_category_poster
0.24
total_design_usage
0.22
ps_doc_category_adv_banner
0.22
tb_activity_on_bridge
0.19
ps_doc_category_typography
0.15
num_used_products
0.15
ps_doc_category_watercolor
0.14
ps_weekday_working_usage
0.13
tb_activity_on_acrobat
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.30
most_used_products
0.24
sub_type
0.21
sv_job_collated
0.20
generic_email
0.15
sv_skill_collated
0.14
email_extn
0.12
operating_system
0.11
machine_ps_max_memory
0.11
sv_purpose_collated
0.10
market_segment
0.09
education_domain_1_0
0.07
machine_ps_max_numprocessors
0.07
machine_ps_max_monitorcount
0.06
MOST FREQUENT VALUES
0.0
1,389
12.1%
0.005524862
1,292
11.3%
0.011049724
1,185
10.4%
0.016574586
925
8.1%
0.022099448
742
6.5%
0.027624309
633
5.5%
0.033149171
463
4.0%
0.038674033
406
3.5%
0.044198895
360
3.1%
0.049723757
295
2.6%
0.055248619
261
2.3%
0.060773481
242
2.1%
0.066298343
219
1.9%
0.071823204
214
1.9%
0.077348066
165
1.4%
SMALLEST VALUES
0.0
1,389
12.1%
0.005524862
1,292
11.3%
0.005555556
2
<0.1%
0.005586592
1
<0.1%
0.005617978
2
<0.1%
0.005649718
1
<0.1%
0.005681818
3
<0.1%
0.005714286
3
<0.1%
0.005747126
1
<0.1%
0.005780347
3
<0.1%
0.005813953
2
<0.1%
0.005847953
2
<0.1%
0.005882353
2
<0.1%
0.00591716
7
<0.1%
0.005952381
1
<0.1%
LARGEST VALUES
1.0
1
<0.1%
0.91160221
1
<0.1%
0.906077348
1
<0.1%
0.866666667
1
<0.1%
0.850828729
1
<0.1%
0.834254144
1
<0.1%
0.784530387
2
<0.1%
0.751381215
1
<0.1%
0.740331492
1
<0.1%
0.73480663
1
<0.1%
0.708571429
1
<0.1%
0.657458564
2
<0.1%
0.61589404
1
<0.1%
0.607734807
1
<0.1%
0.606741573
1
<0.1%
ps_doc_category_watercolor
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_poster
0.59
ps_doc_category_painting
0.41
ps_doc_category_sketch
0.40
ps_doc_category_typography
0.32
ps_doc_category_adv_banner
0.28
ps_doc_category_3d
0.26
ps_doc_category_vec_art
0.19
ps_doc_category_screenshot
0.18
tb_activity_on_photoshop
0.18
ps_doc_category_photo
0.17
total_photo_usage
0.15
count_camera_model
0.14
tb_tot_no_activities
0.12
count_camera_make
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.08
ps_cluster
0.07
machine_ps_max_memory
0.06
sv_job_collated
0.06
sv_skill_collated
0.04
sv_purpose_collated
0.03
sub_type
0.03
email_extn
0.03
machine_ps_max_numprocessors
0.02
generic_email
0.02
market_segment
0.02
operating_system
0.02
education_domain_1_0
0.02
machine_ps_max_monitorcount
0.01
MOST FREQUENT VALUES
0.0
7,212
63.0%
0.005524862
959
8.4%
0.011049724
563
4.9%
0.016574586
399
3.5%
0.022099448
270
2.4%
0.027624309
217
1.9%
0.033149171
160
1.4%
0.038674033
115
1.0%
0.049723757
96
0.8%
0.044198895
94
0.8%
0.055248619
82
0.7%
0.060773481
69
0.6%
0.071823204
58
0.5%
0.077348066
48
0.4%
0.066298343
45
0.4%
SMALLEST VALUES
0.0
7,212
63.0%
0.005524862
959
8.4%
0.005555556
5
<0.1%
0.005586592
3
<0.1%
0.005617978
2
<0.1%
0.005649718
1
<0.1%
0.005681818
2
<0.1%
0.005714286
1
<0.1%
0.005747126
1
<0.1%
0.005780347
4
<0.1%
0.005882353
1
<0.1%
0.00591716
2
<0.1%
0.005952381
2
<0.1%
0.005988024
1
<0.1%
0.006024096
1
<0.1%
LARGEST VALUES
16.21546961
1
<0.1%
8.972375691
1
<0.1%
8.718232044
1
<0.1%
8.05785124
1
<0.1%
7.0
1
<0.1%
5.878453039
1
<0.1%
5.867403315
1
<0.1%
4.143646409
1
<0.1%
3.922651934
1
<0.1%
3.042553191
1
<0.1%
2.569060773
1
<0.1%
2.408839779
1
<0.1%
2.259668508
1
<0.1%
2.090909091
1
<0.1%
2.055248619
1
<0.1%
ps_doc_category_vec_art
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_typography
0.89
ps_doc_category_sketch
0.81
ps_doc_category_meme
0.79
ps_doc_category_screenshot
0.72
ps_doc_category_photo
0.68
ps_doc_category_3d
0.64
ps_doc_category_adv_banner
0.60
ps_doc_category_poster
0.26
total_photo_usage
0.24
ps_doc_category_watercolor
0.19
total_design_usage
0.10
count_camera_model
0.08
count_camera_make
0.06
ps_doc_category_painting
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sv_job_collated
0.05
sv_skill_collated
0.04
ps_cluster
0.04
sub_type
0.03
email_extn
0.03
generic_email
0.03
most_used_products
0.03
sv_purpose_collated
0.03
education_domain_1_0
0.03
machine_ps_max_numprocessors
0.02
machine_ps_max_memory
0.02
market_segment
0.01
machine_ps_max_monitorcount
0.01
operating_system
0.01
MOST FREQUENT VALUES
0.0
4,978
43.5%
0.005524862
893
7.8%
0.011049724
585
5.1%
0.016574586
420
3.7%
0.022099448
335
2.9%
0.027624309
256
2.2%
0.033149171
229
2.0%
0.038674033
186
1.6%
0.044198895
177
1.5%
0.049723757
135
1.2%
0.055248619
131
1.1%
0.060773481
126
1.1%
0.077348066
115
1.0%
0.066298343
101
0.9%
0.071823204
94
0.8%
SMALLEST VALUES
0.0
4,978
43.5%
0.005524862
893
7.8%
0.005555556
1
<0.1%
0.005617978
3
<0.1%
0.005649718
1
<0.1%
0.005681818
2
<0.1%
0.005714286
3
<0.1%
0.005747126
1
<0.1%
0.005780347
2
<0.1%
0.005813953
2
<0.1%
0.005847953
1
<0.1%
0.005882353
2
<0.1%
0.00591716
3
<0.1%
0.005988024
1
<0.1%
0.006060606
2
<0.1%
LARGEST VALUES
187.121547
1
<0.1%
153.0497238
1
<0.1%
27.92265193
1
<0.1%
15.58857143
1
<0.1%
9.099447514
1
<0.1%
5.38121547
1
<0.1%
5.20441989
1
<0.1%
4.569060773
1
<0.1%
4.359116022
1
<0.1%
4.181818182
1
<0.1%
4.160220994
1
<0.1%
4.127906977
1
<0.1%
3.821428571
1
<0.1%
3.712707182
1
<0.1%
3.662983425
1
<0.1%
ps_doc_category_painting
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_watercolor
0.41
ps_doc_category_photo
0.37
ps_doc_category_poster
0.28
ps_doc_category_screenshot
0.20
tb_activity_on_photoshop
0.17
ps_doc_category_sketch
0.13
ps_doc_category_typography
0.13
tb_activity_on_bridge
0.12
ps_doc_category_meme
0.12
count_camera_model
0.11
total_photo_usage
0.11
tb_tot_no_activities
0.10
count_camera_make
0.09
ps_doc_category_adv_banner
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.09
ps_cluster
0.08
sv_job_collated
0.07
machine_ps_max_memory
0.05
sub_type
0.05
sv_skill_collated
0.04
email_extn
0.04
sv_purpose_collated
0.04
machine_ps_max_monitorcount
0.03
market_segment
0.02
education_domain_1_0
0.02
generic_email
0.02
machine_ps_max_numprocessors
0.02
operating_system
0.01
MOST FREQUENT VALUES
0.0
5,259
45.9%
0.005524862
974
8.5%
0.011049724
626
5.5%
0.016574586
409
3.6%
0.022099448
337
2.9%
0.027624309
252
2.2%
0.033149171
220
1.9%
0.038674033
186
1.6%
0.044198895
162
1.4%
0.055248619
137
1.2%
0.049723757
137
1.2%
0.060773481
113
1.0%
0.066298343
93
0.8%
0.071823204
91
0.8%
0.08839779
85
0.7%
SMALLEST VALUES
0.0
5,259
45.9%
0.005524862
974
8.5%
0.005617978
5
<0.1%
0.005649718
1
<0.1%
0.005714286
4
<0.1%
0.005780347
2
<0.1%
0.005813953
1
<0.1%
0.005847953
1
<0.1%
0.00591716
2
<0.1%
0.005952381
1
<0.1%
0.005988024
3
<0.1%
0.006024096
2
<0.1%
0.006060606
2
<0.1%
0.00621118
1
<0.1%
0.00625
1
<0.1%
LARGEST VALUES
76.9558011
1
<0.1%
33.17679558
1
<0.1%
18.67403315
1
<0.1%
13.37016575
1
<0.1%
10.78014184
1
<0.1%
10.38674033
1
<0.1%
10.11570248
1
<0.1%
8.889502762
1
<0.1%
8.491712707
1
<0.1%
8.464088398
1
<0.1%
8.099447514
1
<0.1%
7.928176796
1
<0.1%
7.82320442
1
<0.1%
7.574585635
1
<0.1%
6.690909091
1
<0.1%
ps_doc_category_photo
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_screenshot
0.86
ps_doc_category_meme
0.86
ps_doc_category_typography
0.68
ps_doc_category_vec_art
0.68
ps_doc_category_sketch
0.43
ps_doc_category_painting
0.37
total_photo_usage
0.28
ps_doc_category_poster
0.21
ps_doc_category_adv_banner
0.18
ps_doc_category_watercolor
0.17
total_design_usage
0.11
count_camera_model
0.09
tb_activity_on_photoshop
0.09
count_camera_make
0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.06
sv_job_collated
0.05
most_used_products
0.05
email_extn
0.04
sv_skill_collated
0.04
machine_ps_max_memory
0.03
sv_purpose_collated
0.02
education_domain_1_0
0.02
machine_ps_max_numprocessors
0.02
sub_type
0.01
machine_ps_max_monitorcount
0.01
generic_email
0.01
operating_system
0.01
market_segment
0.01
MOST FREQUENT VALUES
0.0
3,932
34.3%
0.005524862
762
6.7%
0.011049724
522
4.6%
0.016574586
368
3.2%
0.022099448
326
2.8%
0.033149171
240
2.1%
0.027624309
230
2.0%
0.038674033
193
1.7%
0.044198895
156
1.4%
0.055248619
138
1.2%
0.049723757
127
1.1%
0.071823204
118
1.0%
0.066298343
112
1.0%
0.060773481
100
0.9%
0.082872928
90
0.8%
SMALLEST VALUES
0.0
3,932
34.3%
0.005524862
762
6.7%
0.005586592
3
<0.1%
0.005617978
6
<0.1%
0.005649718
1
<0.1%
0.005681818
1
<0.1%
0.005714286
1
<0.1%
0.005747126
2
<0.1%
0.005780347
2
<0.1%
0.005813953
5
<0.1%
0.005847953
2
<0.1%
0.005882353
1
<0.1%
0.00591716
3
<0.1%
0.005952381
1
<0.1%
0.005988024
1
<0.1%
LARGEST VALUES
580.0662983
1
<0.1%
134.2044199
1
<0.1%
119.8066298
1
<0.1%
114.519337
1
<0.1%
86.34254144
1
<0.1%
78.18232044
1
<0.1%
57.70165746
1
<0.1%
54.48066298
1
<0.1%
53.77348066
1
<0.1%
52.37016575
1
<0.1%
52.02762431
1
<0.1%
42.72375691
1
<0.1%
41.40331492
1
<0.1%
38.5801105
1
<0.1%
36.98342541
1
<0.1%
ps_doc_category_typography
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_vec_art
0.89
ps_doc_category_sketch
0.83
ps_doc_category_meme
0.76
ps_doc_category_screenshot
0.75
ps_doc_category_photo
0.68
ps_doc_category_adv_banner
0.54
ps_doc_category_3d
0.48
ps_doc_category_poster
0.34
ps_doc_category_watercolor
0.32
total_photo_usage
0.28
total_design_usage
0.18
count_camera_model
0.15
count_camera_make
0.15
tb_activity_on_photoshop
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.07
machine_ps_max_memory
0.07
sub_type
0.06
sv_skill_collated
0.05
most_used_products
0.05
generic_email
0.05
sv_job_collated
0.04
sv_purpose_collated
0.04
machine_ps_max_numprocessors
0.03
email_extn
0.02
machine_ps_max_monitorcount
0.02
operating_system
0.02
education_domain_1_0
0.01
market_segment
0.00
MOST FREQUENT VALUES
0.0
5,289
46.2%
0.005524862
944
8.2%
0.011049724
603
5.3%
0.016574586
446
3.9%
0.022099448
378
3.3%
0.027624309
275
2.4%
0.033149171
251
2.2%
0.038674033
198
1.7%
0.044198895
189
1.7%
0.049723757
151
1.3%
0.055248619
146
1.3%
0.060773481
113
1.0%
0.071823204
87
0.8%
0.066298343
85
0.7%
0.082872928
79
0.7%
SMALLEST VALUES
0.0
5,289
46.2%
0.005524862
944
8.2%
0.005555556
1
<0.1%
0.005617978
2
<0.1%
0.005681818
2
<0.1%
0.005714286
1
<0.1%
0.005747126
2
<0.1%
0.005780347
1
<0.1%
0.005813953
1
<0.1%
0.005847953
1
<0.1%
0.005882353
1
<0.1%
0.00591716
1
<0.1%
0.005988024
1
<0.1%
0.006024096
2
<0.1%
0.006060606
1
<0.1%
LARGEST VALUES
41.58563536
1
<0.1%
25.71823204
1
<0.1%
16.27272727
1
<0.1%
6.53038674
1
<0.1%
6.5
1
<0.1%
5.696132597
1
<0.1%
4.955801105
1
<0.1%
3.751381215
1
<0.1%
3.629834254
1
<0.1%
3.325714286
1
<0.1%
3.314917127
1
<0.1%
3.242424242
1
<0.1%
3.108108108
1
<0.1%
3.027624309
1
<0.1%
2.944751381
1
<0.1%
ps_doc_category_poster
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_watercolor
0.59
ps_doc_category_adv_banner
0.50
ps_doc_category_sketch
0.38
ps_doc_category_typography
0.34
ps_doc_category_3d
0.34
ps_doc_category_painting
0.28
ps_doc_category_vec_art
0.26
count_camera_model
0.24
total_design_usage
0.22
ps_doc_category_photo
0.21
tb_activity_on_photoshop
0.19
ps_doc_category_meme
0.18
count_camera_make
0.18
ps_doc_category_screenshot
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.10
most_used_products
0.10
sv_job_collated
0.07
machine_ps_max_memory
0.06
sub_type
0.06
generic_email
0.06
sv_purpose_collated
0.04
sv_skill_collated
0.04
operating_system
0.04
machine_ps_max_monitorcount
0.04
market_segment
0.03
email_extn
0.03
machine_ps_max_numprocessors
0.03
education_domain_1_0
0.02
MOST FREQUENT VALUES
0.0
5,810
50.8%
0.005524862
896
7.8%
0.011049724
604
5.3%
0.016574586
432
3.8%
0.022099448
309
2.7%
0.027624309
233
2.0%
0.033149171
212
1.9%
0.038674033
189
1.7%
0.049723757
150
1.3%
0.044198895
134
1.2%
0.055248619
103
0.9%
0.060773481
102
0.9%
0.071823204
96
0.8%
0.077348066
81
0.7%
0.066298343
78
0.7%
SMALLEST VALUES
0.0
5,810
50.8%
0.005524862
896
7.8%
0.005555556
1
<0.1%
0.005617978
4
<0.1%
0.005649718
2
<0.1%
0.005681818
2
<0.1%
0.005714286
3
<0.1%
0.005747126
1
<0.1%
0.005780347
1
<0.1%
0.005813953
2
<0.1%
0.005847953
1
<0.1%
0.005882353
1
<0.1%
0.00591716
1
<0.1%
0.005988024
1
<0.1%
0.006024096
1
<0.1%
LARGEST VALUES
16.99447514
1
<0.1%
16.48066298
1
<0.1%
13.49723757
1
<0.1%
13.39226519
1
<0.1%
11.09392265
1
<0.1%
9.82320442
1
<0.1%
9.629834254
1
<0.1%
7.209944751
1
<0.1%
5.20441989
1
<0.1%
5.099447514
1
<0.1%
5.0
1
<0.1%
4.922651934
1
<0.1%
4.70718232
1
<0.1%
4.370165746
1
<0.1%
4.364640884
1
<0.1%
ps_doc_category_sketch
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_typography
0.83
ps_doc_category_vec_art
0.81
ps_doc_category_3d
0.72
ps_doc_category_adv_banner
0.64
ps_doc_category_meme
0.52
ps_doc_category_screenshot
0.47
ps_doc_category_photo
0.43
ps_doc_category_watercolor
0.40
ps_doc_category_poster
0.38
total_photo_usage
0.25
total_video_usage
0.14
tb_activity_on_photoshop
0.13
ps_doc_category_painting
0.13
total_design_usage
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.09
machine_ps_max_memory
0.07
sv_job_collated
0.06
ps_cluster
0.05
most_used_products
0.05
sv_skill_collated
0.05
sv_purpose_collated
0.04
email_extn
0.04
generic_email
0.03
machine_ps_max_monitorcount
0.02
machine_ps_max_numprocessors
0.02
education_domain_1_0
0.01
market_segment
0.00
operating_system
0.00
MOST FREQUENT VALUES
0.0
6,299
55.0%
0.005524862
1,003
8.8%
0.011049724
582
5.1%
0.016574586
401
3.5%
0.022099448
324
2.8%
0.027624309
232
2.0%
0.033149171
201
1.8%
0.038674033
186
1.6%
0.044198895
139
1.2%
0.055248619
116
1.0%
0.049723757
110
1.0%
0.066298343
79
0.7%
0.077348066
70
0.6%
0.071823204
67
0.6%
0.060773481
66
0.6%
SMALLEST VALUES
0.0
6,299
55.0%
0.005524862
1,003
8.8%
0.005617978
3
<0.1%
0.005714286
1
<0.1%
0.005747126
2
<0.1%
0.005780347
1
<0.1%
0.005813953
2
<0.1%
0.005847953
2
<0.1%
0.005952381
2
<0.1%
0.005988024
1
<0.1%
0.006024096
1
<0.1%
0.00617284
2
<0.1%
0.00625
3
<0.1%
0.006289308
1
<0.1%
0.006329114
2
<0.1%
LARGEST VALUES
43.05524862
1
<0.1%
26.93370166
1
<0.1%
20.96694215
1
<0.1%
12.22099448
1
<0.1%
10.6744186
1
<0.1%
6.61878453
1
<0.1%
6.602209945
1
<0.1%
6.591160221
1
<0.1%
6.35359116
1
<0.1%
5.607734807
1
<0.1%
5.342541436
1
<0.1%
4.5
1
<0.1%
4.336134454
1
<0.1%
4.143646409
1
<0.1%
3.845303867
1
<0.1%
ps_doc_category_pattern_texture
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_photoshop
0.19
tb_tot_no_activities
0.15
tb_activity_on_lightroom
0.15
ps_doc_average_bit_depth
0.14
ps_doc_category_typography
0.11
total_photo_usage
0.10
tb_activity_on_bridge
0.09
ps_doc_category_sketch
0.09
ps_doc_category_painting
0.09
count_camera_make
0.08
ps_doc_category_screenshot
0.08
ps_doc_category_watercolor
0.07
ps_doc_average_width
0.06
ps_doc_average_height
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
email_extn
0.11
ps_cluster
0.09
most_used_products
0.08
sub_type
0.07
sv_job_collated
0.06
sv_skill_collated
0.06
machine_ps_max_memory
0.05
sv_purpose_collated
0.05
machine_ps_max_numprocessors
0.04
market_segment
0.03
operating_system
0.03
education_domain_1_0
0.02
generic_email
0.01
machine_ps_max_monitorcount
0.01
MOST FREQUENT VALUES
0.0
5,709
49.9%
0.005524862
905
7.9%
0.011049724
623
5.4%
0.016574586
405
3.5%
0.022099448
294
2.6%
0.027624309
240
2.1%
0.033149171
195
1.7%
0.038674033
179
1.6%
0.044198895
163
1.4%
0.055248619
114
1.0%
0.049723757
85
0.7%
0.060773481
83
0.7%
0.066298343
74
0.6%
0.071823204
71
0.6%
0.077348066
68
0.6%
SMALLEST VALUES
0.0
5,709
49.9%
0.005524862
905
7.9%
0.005555556
1
<0.1%
0.005617978
1
<0.1%
0.005649718
1
<0.1%
0.005681818
1
<0.1%
0.005714286
1
<0.1%
0.005747126
5
<0.1%
0.005780347
1
<0.1%
0.005813953
2
<0.1%
0.005847953
1
<0.1%
0.005882353
1
<0.1%
0.00591716
3
<0.1%
0.005952381
1
<0.1%
0.005988024
1
<0.1%
LARGEST VALUES
71.58823529
1
<0.1%
54.66298343
1
<0.1%
29.06629834
1
<0.1%
26.37569061
1
<0.1%
17.86187845
1
<0.1%
16.14364641
1
<0.1%
12.89502762
1
<0.1%
12.66850829
1
<0.1%
12.50828729
1
<0.1%
12.37016575
1
<0.1%
12.00552486
1
<0.1%
10.66298343
1
<0.1%
9.066298343
1
<0.1%
8.64640884
1
<0.1%
8.436464088
1
<0.1%
ps_doc_category_meme
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_photo
0.86
ps_doc_category_screenshot
0.85
ps_doc_category_vec_art
0.79
ps_doc_category_typography
0.76
ps_doc_category_sketch
0.52
total_photo_usage
0.24
ps_doc_category_adv_banner
0.24
ps_doc_category_poster
0.18
total_design_usage
0.12
ps_doc_category_painting
0.12
ps_doc_category_3d
0.12
count_camera_model
0.09
total_video_usage
0.08
ps_doc_category_watercolor
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.05
sv_skill_collated
0.04
sv_job_collated
0.03
ps_cluster
0.03
email_extn
0.03
education_domain_1_0
0.03
most_used_products
0.03
machine_ps_max_numprocessors
0.03
machine_ps_max_memory
0.03
generic_email
0.02
sv_purpose_collated
0.02
operating_system
0.02
market_segment
0.01
machine_ps_max_monitorcount
0.01
MOST FREQUENT VALUES
0.0
8,261
72.2%
0.005524862
965
8.4%
0.011049724
473
4.1%
0.016574586
304
2.7%
0.022099448
210
1.8%
0.027624309
140
1.2%
0.033149171
112
1.0%
0.038674033
89
0.8%
0.044198895
58
0.5%
0.049723757
49
0.4%
0.055248619
45
0.4%
0.060773481
35
0.3%
0.066298343
28
0.2%
0.071823204
28
0.2%
0.077348066
26
0.2%
SMALLEST VALUES
0.0
8,261
72.2%
0.005524862
965
8.4%
0.005649718
1
<0.1%
0.005681818
1
<0.1%
0.005714286
3
<0.1%
0.005780347
1
<0.1%
0.005813953
1
<0.1%
0.005847953
1
<0.1%
0.005882353
2
<0.1%
0.00591716
5
<0.1%
0.006024096
1
<0.1%
0.006060606
1
<0.1%
0.006097561
2
<0.1%
0.006134969
1
<0.1%
0.00617284
1
<0.1%
LARGEST VALUES
23.75138122
1
<0.1%
6.276243094
1
<0.1%
2.745856354
1
<0.1%
2.602209945
1
<0.1%
1.928176796
1
<0.1%
1.38121547
1
<0.1%
1.314917127
1
<0.1%
1.283687943
1
<0.1%
1.20441989
1
<0.1%
1.099447514
1
<0.1%
1.0
1
<0.1%
0.845303867
1
<0.1%
0.812154696
1
<0.1%
0.762430939
2
<0.1%
0.712707182
1
<0.1%
ps_doc_category_adv_banner
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_3d
0.76
ps_doc_category_sketch
0.64
ps_doc_category_vec_art
0.60
ps_doc_category_typography
0.54
ps_doc_category_poster
0.50
ps_doc_category_watercolor
0.28
ps_doc_category_screenshot
0.25
ps_doc_category_meme
0.24
total_design_usage
0.23
count_camera_model
0.22
ps_doc_category_photo
0.18
count_camera_make
0.15
tb_activity_on_illustrator
0.15
tb_tot_no_activities
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.12
ps_cluster
0.11
sv_job_collated
0.09
generic_email
0.09
sv_purpose_collated
0.07
most_used_products
0.07
machine_ps_max_monitorcount
0.05
sv_skill_collated
0.05
machine_ps_max_memory
0.04
email_extn
0.03
market_segment
0.03
operating_system
0.02
education_domain_1_0
0.02
machine_ps_max_numprocessors
0.02
MOST FREQUENT VALUES
0.0
6,354
55.5%
0.005524862
874
7.6%
0.011049724
577
5.0%
0.016574586
356
3.1%
0.022099448
282
2.5%
0.027624309
232
2.0%
0.033149171
187
1.6%
0.044198895
138
1.2%
0.038674033
128
1.1%
0.049723757
120
1.0%
0.060773481
100
0.9%
0.055248619
87
0.8%
0.066298343
80
0.7%
0.071823204
74
0.6%
0.08839779
59
0.5%
SMALLEST VALUES
0.0
6,354
55.5%
0.005524862
874
7.6%
0.005555556
2
<0.1%
0.005586592
2
<0.1%
0.005617978
1
<0.1%
0.005649718
2
<0.1%
0.005681818
3
<0.1%
0.005714286
3
<0.1%
0.005780347
4
<0.1%
0.005847953
1
<0.1%
0.005882353
1
<0.1%
0.00591716
3
<0.1%
0.005988024
3
<0.1%
0.006024096
1
<0.1%
0.006097561
1
<0.1%
LARGEST VALUES
34.88950276
1
<0.1%
12.48066298
1
<0.1%
8.784530387
1
<0.1%
8.062857143
1
<0.1%
7.464088398
1
<0.1%
6.674033149
1
<0.1%
6.348066298
1
<0.1%
6.077348066
1
<0.1%
5.790055249
1
<0.1%
5.093922652
1
<0.1%
4.453038674
1
<0.1%
4.325966851
1
<0.1%
3.906077348
1
<0.1%
3.79558011
1
<0.1%
3.64640884
1
<0.1%
ps_doc_category_screenshot
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_photo
0.86
ps_doc_category_meme
0.85
ps_doc_category_typography
0.75
ps_doc_category_vec_art
0.72
ps_doc_category_sketch
0.47
ps_doc_category_adv_banner
0.25
total_photo_usage
0.25
ps_doc_category_painting
0.20
ps_doc_category_watercolor
0.18
ps_doc_category_poster
0.16
total_design_usage
0.15
tb_activity_on_photoshop
0.13
count_camera_model
0.12
tb_tot_no_activities
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.05
machine_ps_max_memory
0.04
sv_skill_collated
0.04
sv_job_collated
0.04
sv_purpose_collated
0.03
most_used_products
0.03
email_extn
0.03
generic_email
0.03
sub_type
0.03
machine_ps_max_numprocessors
0.02
education_domain_1_0
0.02
operating_system
0.02
machine_ps_max_monitorcount
0.01
market_segment
0.01
MOST FREQUENT VALUES
0.0
4,442
38.8%
0.005524862
926
8.1%
0.011049724
600
5.2%
0.016574586
452
3.9%
0.022099448
346
3.0%
0.027624309
260
2.3%
0.033149171
240
2.1%
0.038674033
224
2.0%
0.044198895
195
1.7%
0.049723757
172
1.5%
0.055248619
150
1.3%
0.060773481
140
1.2%
0.082872928
122
1.1%
0.066298343
113
1.0%
0.071823204
104
0.9%
SMALLEST VALUES
0.0
4,442
38.8%
0.005524862
926
8.1%
0.005555556
1
<0.1%
0.005586592
1
<0.1%
0.005617978
3
<0.1%
0.005649718
1
<0.1%
0.005681818
3
<0.1%
0.005714286
3
<0.1%
0.005747126
3
<0.1%
0.005780347
1
<0.1%
0.005813953
1
<0.1%
0.005847953
2
<0.1%
0.005882353
1
<0.1%
0.00591716
3
<0.1%
0.005952381
1
<0.1%
LARGEST VALUES
98.87845304
1
<0.1%
30.43646409
1
<0.1%
25.81142857
1
<0.1%
11.51381215
1
<0.1%
10.41322314
1
<0.1%
10.3480663
1
<0.1%
9.790055249
1
<0.1%
8.723756906
1
<0.1%
6.132596685
1
<0.1%
4.70718232
1
<0.1%
4.690607735
1
<0.1%
4.524861878
1
<0.1%
4.504424779
1
<0.1%
4.348066298
1
<0.1%
4.29281768
1
<0.1%
ps_doc_category_3d
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_adv_banner
0.76
ps_doc_category_sketch
0.72
ps_doc_category_vec_art
0.64
ps_doc_category_typography
0.48
ps_doc_category_poster
0.34
ps_doc_category_watercolor
0.26
ps_doc_category_meme
0.12
total_photo_usage
0.09
count_camera_model
0.05
ps_doc_category_screenshot
0.04
count_camera_make
0.04
ps_doc_category_photo
0.03
total_design_usage
0.02
ps_weekend_usage
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sv_job_collated
0.05
sv_purpose_collated
0.04
sub_type
0.03
sv_skill_collated
0.03
ps_cluster
0.03
generic_email
0.02
most_used_products
0.02
machine_ps_max_monitorcount
0.02
email_extn
0.01
machine_ps_max_numprocessors
0.01
machine_ps_max_memory
0.01
operating_system
0.01
market_segment
0.01
education_domain_1_0
0.00
MOST FREQUENT VALUES
0.0
8,108
70.8%
0.005524862
862
7.5%
0.011049724
480
4.2%
0.016574586
281
2.5%
0.022099448
215
1.9%
0.027624309
161
1.4%
0.033149171
114
1.0%
0.038674033
100
0.9%
0.044198895
70
0.6%
0.060773481
60
0.5%
0.049723757
51
0.4%
0.055248619
43
0.4%
0.082872928
35
0.3%
0.066298343
33
0.3%
0.071823204
30
0.3%
SMALLEST VALUES
0.0
8,108
70.8%
0.005524862
862
7.5%
0.005555556
1
<0.1%
0.005586592
1
<0.1%
0.005617978
4
<0.1%
0.005681818
3
<0.1%
0.005714286
1
<0.1%
0.005747126
1
<0.1%
0.005780347
1
<0.1%
0.005813953
2
<0.1%
0.005847953
3
<0.1%
0.00591716
2
<0.1%
0.005988024
1
<0.1%
0.00617284
1
<0.1%
0.00625
2
<0.1%
LARGEST VALUES
190.2762431
1
<0.1%
8.502762431
1
<0.1%
7.248618785
1
<0.1%
5.596685083
1
<0.1%
4.016574586
1
<0.1%
3.883977901
1
<0.1%
3.817679558
1
<0.1%
3.397790055
1
<0.1%
3.215469613
1
<0.1%
3.17679558
1
<0.1%
2.738636364
1
<0.1%
2.718232044
1
<0.1%
2.591160221
1
<0.1%
2.569060773
1
<0.1%
2.309392265
1
<0.1%
total_photo_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_category_photo
0.28
ps_doc_category_typography
0.28
ps_doc_category_screenshot
0.25
tb_activity_on_photoshop
0.25
ps_doc_category_sketch
0.25
ps_doc_category_meme
0.24
ps_doc_category_vec_art
0.24
tb_tot_no_activities
0.19
total_3d_usage
0.18
total_design_usage
0.15
ps_doc_category_watercolor
0.15
tb_activity_on_bridge
0.15
ps_doc_category_poster
0.14
total_illustration_usage
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
ps_cluster
0.15
most_used_products
0.12
sv_job_collated
0.10
sv_skill_collated
0.07
sub_type
0.06
machine_ps_max_memory
0.06
email_extn
0.06
sv_purpose_collated
0.04
market_segment
0.03
machine_ps_max_numprocessors
0.03
machine_ps_max_monitorcount
0.02
education_domain_1_0
0.02
generic_email
0.02
operating_system
0.02
MOST FREQUENT VALUES
0.0
584
5.1%
0.011049724
115
1.0%
0.005524862
115
1.0%
0.022099448
91
0.8%
0.016574586
83
0.7%
0.027624309
65
0.6%
0.049723757
62
0.5%
0.044198895
62
0.5%
0.033149171
59
0.5%
0.038674033
57
0.5%
0.08839779
57
0.5%
0.055248619
56
0.5%
0.099447514
49
0.4%
0.116022099
48
0.4%
0.060773481
47
0.4%
SMALLEST VALUES
0.0
584
5.1%
0.005524862
115
1.0%
0.005847953
1
<0.1%
0.00591716
2
<0.1%
0.006410256
1
<0.1%
0.006451613
1
<0.1%
0.006493506
1
<0.1%
0.007407407
1
<0.1%
0.007575758
1
<0.1%
0.008
1
<0.1%
0.009615385
1
<0.1%
0.010526316
1
<0.1%
0.011049724
115
1.0%
0.011111111
1
<0.1%
0.011363636
1
<0.1%
LARGEST VALUES
2584.646409
1
<0.1%
1683.983425
1
<0.1%
1513.690608
1
<0.1%
1449.121547
1
<0.1%
1347.331492
1
<0.1%
1212.933702
1
<0.1%
1192.955801
1
<0.1%
996.878453
1
<0.1%
946.5966851
1
<0.1%
895.8729282
1
<0.1%
823.0497238
1
<0.1%
822.9005525
1
<0.1%
776.3646409
1
<0.1%
738.7955801
1
<0.1%
736.0773481
1
<0.1%
total_design_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_illustration_usage
0.32
tb_activity_on_photoshop
0.29
total_video_usage
0.26
ps_doc_category_adv_banner
0.23
tb_tot_no_activities
0.23
ps_doc_category_poster
0.22
count_camera_model
0.22
ps_doc_category_typography
0.18
count_camera_make
0.18
ps_doc_average_layers
0.18
total_photo_usage
0.15
ps_doc_category_screenshot
0.15
tb_activity_on_illustrator
0.14
ps_doc_category_sketch
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_ps_max_memory
0.17
ps_cluster
0.14
most_used_products
0.14
sub_type
0.10
email_extn
0.10
sv_job_collated
0.09
generic_email
0.06
sv_skill_collated
0.05
machine_ps_max_numprocessors
0.05
machine_ps_max_monitorcount
0.04
sv_purpose_collated
0.04
operating_system
0.03
market_segment
0.02
education_domain_1_0
0.02
MOST FREQUENT VALUES
0.0
1,148
10.0%
0.005524862
274
2.4%
0.011049724
201
1.8%
0.022099448
147
1.3%
0.016574586
146
1.3%
0.027624309
116
1.0%
0.033149171
111
1.0%
0.038674033
89
0.8%
0.055248619
86
0.8%
0.049723757
83
0.7%
0.044198895
82
0.7%
0.066298343
77
0.7%
0.060773481
73
0.6%
0.082872928
69
0.6%
0.071823204
66
0.6%
SMALLEST VALUES
0.0
1,148
10.0%
0.005524862
274
2.4%
0.005555556
1
<0.1%
0.00591716
1
<0.1%
0.005952381
1
<0.1%
0.005988024
1
<0.1%
0.006097561
1
<0.1%
0.006134969
1
<0.1%
0.00621118
1
<0.1%
0.006410256
1
<0.1%
0.006535948
1
<0.1%
0.006622517
1
<0.1%
0.006756757
1
<0.1%
0.007518797
2
<0.1%
0.007692308
1
<0.1%
LARGEST VALUES
541.0055249
1
<0.1%
266.4033149
1
<0.1%
223.9502762
1
<0.1%
220.839779
1
<0.1%
220.2375691
1
<0.1%
208.2707182
1
<0.1%
173.9779006
1
<0.1%
172.718232
1
<0.1%
164.160221
1
<0.1%
127.9392265
1
<0.1%
120.0773481
1
<0.1%
110.1270718
1
<0.1%
108.0994475
1
<0.1%
107.679558
1
<0.1%
101.7900552
1
<0.1%
total_illustration_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_design_usage
0.32
tb_activity_on_photoshop
0.22
total_video_usage
0.18
tb_tot_no_activities
0.15
total_photo_usage
0.13
tb_activity_on_bridge
0.09
count_camera_model
0.08
ps_doc_average_height
0.08
count_camera_make
0.07
ps_doc_average_width
0.07
ps_doc_average_file_size
0.06
ps_doc_category_sketch
0.06
ps_doc_category_poster
0.05
ps_doc_category_watercolor
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.10
ps_cluster
0.07
sv_skill_collated
0.05
sv_job_collated
0.05
machine_ps_max_memory
0.04
machine_ps_max_numprocessors
0.04
sub_type
0.04
machine_ps_max_monitorcount
0.03
email_extn
0.03
market_segment
0.02
sv_purpose_collated
0.02
operating_system
0.02
education_domain_1_0
0.01
generic_email
0.00
MOST FREQUENT VALUES
0.0
1,225
10.7%
0.005524862
249
2.2%
0.011049724
183
1.6%
0.016574586
147
1.3%
0.027624309
118
1.0%
0.022099448
112
1.0%
0.033149171
97
0.8%
0.044198895
94
0.8%
0.038674033
92
0.8%
0.055248619
72
0.6%
0.060773481
69
0.6%
0.077348066
58
0.5%
0.049723757
57
0.5%
0.08839779
56
0.5%
0.093922652
55
0.5%
SMALLEST VALUES
0.0
1,225
10.7%
0.005524862
249
2.2%
0.005586592
2
<0.1%
0.005813953
1
<0.1%
0.005952381
2
<0.1%
0.005988024
1
<0.1%
0.006097561
1
<0.1%
0.00617284
1
<0.1%
0.00621118
1
<0.1%
0.006410256
1
<0.1%
0.006451613
1
<0.1%
0.006535948
1
<0.1%
0.006622517
1
<0.1%
0.006896552
1
<0.1%
0.006993007
3
<0.1%
LARGEST VALUES
1494.165746
1
<0.1%
1290.375691
1
<0.1%
1276.39779
1
<0.1%
858.5635359
1
<0.1%
804.519337
1
<0.1%
717.8729282
1
<0.1%
711.4309392
1
<0.1%
660.320442
1
<0.1%
628.519337
1
<0.1%
592.1546961
1
<0.1%
561.679558
1
<0.1%
557.2320442
1
<0.1%
495.801105
1
<0.1%
494.4751381
1
<0.1%
491.5961538
1
<0.1%
total_video_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_design_usage
0.26
tb_activity_on_photoshop
0.23
total_illustration_usage
0.18
tb_tot_no_activities
0.17
ps_doc_category_sketch
0.14
tb_activity_on_bridge
0.11
count_camera_model
0.11
total_photo_usage
0.11
count_camera_make
0.09
ps_doc_category_poster
0.09
ps_doc_average_layers
0.09
ps_doc_category_watercolor
0.08
ps_doc_category_meme
0.08
ps_doc_average_file_size
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
email_extn
0.29
sub_type
0.19
most_used_products
0.10
ps_cluster
0.05
machine_ps_max_monitorcount
0.04
sv_job_collated
0.04
sv_skill_collated
0.04
machine_ps_max_memory
0.03
sv_purpose_collated
0.02
machine_ps_max_numprocessors
0.02
operating_system
0.01
education_domain_1_0
0.01
market_segment
0.01
generic_email
0.00
MOST FREQUENT VALUES
0.0
6,029
52.7%
0.005524862
666
5.8%
0.011049724
501
4.4%
0.016574586
304
2.7%
0.022099448
226
2.0%
0.027624309
170
1.5%
0.033149171
158
1.4%
0.038674033
142
1.2%
0.049723757
111
1.0%
0.044198895
110
1.0%
0.060773481
80
0.7%
0.055248619
75
0.7%
0.071823204
66
0.6%
0.066298343
63
0.6%
0.077348066
59
0.5%
SMALLEST VALUES
0.0
6,029
52.7%
0.005524862
666
5.8%
0.005649718
1
<0.1%
0.005714286
1
<0.1%
0.005813953
1
<0.1%
0.00591716
3
<0.1%
0.005988024
1
<0.1%
0.006097561
1
<0.1%
0.006134969
1
<0.1%
0.00625
2
<0.1%
0.006410256
1
<0.1%
0.006451613
2
<0.1%
0.006493506
1
<0.1%
0.006535948
1
<0.1%
0.006756757
2
<0.1%
LARGEST VALUES
52.77348066
1
<0.1%
41.01104972
1
<0.1%
33.24861878
1
<0.1%
24.35911602
1
<0.1%
22.01104972
1
<0.1%
21.62983425
1
<0.1%
18.09392265
1
<0.1%
17.39779006
1
<0.1%
15.67403315
1
<0.1%
15.61878453
1
<0.1%
15.24324324
1
<0.1%
14.50276243
1
<0.1%
13.70718232
1
<0.1%
13.51754386
1
<0.1%
12.49171271
1
<0.1%
total_3d_usage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total_photo_usage
0.18
tb_tot_no_activities
0.05
tb_activity_on_photoshop
0.05
tb_activity_on_lightroom
0.04
total_video_usage
0.04
tb_activity_on_after_effects
0.03
count_camera_make
0.03
count_camera_model
0.03
tb_activity_on_media_encoder
0.03
total_design_usage
0.02
num_used_products
0.02
total_illustration_usage
0.02
ps_weekday_nonworking_usage
0.01
ps_doc_average_file_size
0.01

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_ps_max_memory
0.05
most_used_products
0.03
sub_type
0.02
machine_ps_max_numprocessors
0.02
sv_job_collated
0.02
sv_skill_collated
0.02
generic_email
0.02
operating_system
0.01
ps_cluster
0.01
email_extn
0.01
market_segment
0.01
sv_purpose_collated
0.01
education_domain_1_0
0.01
machine_ps_max_monitorcount
0.00
MOST FREQUENT VALUES
0.0
10,407
90.9%
0.005524862
228
2.0%
0.011049724
145
1.3%
0.016574586
77
0.7%
0.022099448
51
0.4%
0.027624309
38
0.3%
0.049723757
27
0.2%
0.055248619
23
0.2%
0.044198895
20
0.2%
0.033149171
18
0.2%
0.038674033
17
0.1%
0.082872928
16
0.1%
0.071823204
14
0.1%
0.066298343
13
0.1%
0.060773481
13
0.1%
SMALLEST VALUES
0.0
10,407
90.9%
0.005524862
228
2.0%
0.005555556
1
<0.1%
0.005617978
2
<0.1%
0.005681818
1
<0.1%
0.005813953
1
<0.1%
0.005847953
2
<0.1%
0.005952381
1
<0.1%
0.005988024
1
<0.1%
0.00621118
1
<0.1%
0.00625
1
<0.1%
0.006451613
1
<0.1%
0.006578947
1
<0.1%
0.006711409
1
<0.1%
0.006993007
1
<0.1%
LARGEST VALUES
21.00552486
1
<0.1%
17.06077348
1
<0.1%
8.19266055
1
<0.1%
6.182320442
1
<0.1%
4.569060773
1
<0.1%
4.522222222
1
<0.1%
3.756906077
1
<0.1%
3.640883978
1
<0.1%
3.425414365
1
<0.1%
3.25
1
<0.1%
2.883977901
1
<0.1%
2.35359116
1
<0.1%
2.220994475
1
<0.1%
2.075757576
1
<0.1%
1.674033149
1
<0.1%
machine_ps_max_memory
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
8192
3,948
34%
2.27
16384
3,713
32%
2.28
32768
1,898
17%
2.13
65536
546
5%
1.76
4096
382
3%
2.22
12288
290
3%
2.46
24576
221
2%
2.29
6144
113
<1%
2.19
40960
111
<1%
2.19
49152
54
<1%
1.96
0
29
<1%
2.14
98304
27
<1%
1.93
20480
25
<1%
1.96
131072
15
<1%
2.20
65534
8
<1%
2.25
28672
8
<1%
2.88
10240
6
<1%
2.67
(Other)
53
<1%
2.08
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
machine_ps_max_memory
PROVIDES INFORMATION ON...
machine_ps_max_numprocessors
0.14
operating_system
0.05
machine_ps_max_monitorcount
0.03
education_domain_1_0
0.03
email_extn
0.03
market_segment
0.02
sub_type
0.02
most_used_products
0.02
sv_job_collated
0.02
sv_skill_collated
0.01
ps_cluster
0.01
generic_email
0.01
sv_purpose_collated
0.01

THESE FEATURES
GIVE INFORMATION
ON machine_ps_max_memory:
machine_ps_max_numprocessors
0.11
operating_system
0.03
sv_job_collated
0.02
machine_ps_max_monitorcount
0.02
most_used_products
0.02
sub_type
0.02
sv_skill_collated
0.02
ps_cluster
0.01
email_extn
0.01
sv_purpose_collated
0.01
market_segment
0.00
generic_email
0.00
education_domain_1_0
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_ps_max_memory
CORRELATION RATIO WITH...
tb_tot_no_activities
0.23
tb_activity_on_bridge
0.19
tb_activity_on_after_effects
0.19
tb_activity_on_media_encoder
0.19
tb_activity_on_photoshop
0.19
total_design_usage
0.17
tb_activity_on_premiere_pro
0.16
ps_doc_average_bit_depth
0.14
ps_doc_average_width
0.14
num_used_products
0.13
ps_doc_average_file_size
0.13
web_usage
0.12
mobile_usage
0.12
ps_cluster_encoded
0.11
machine_ps_max_speed
MISSING:
---
634
6%
-
-
3600
528
5%
-
-
3200
416
4%
-
-
3500
410
4%
-
-
3000
397
3%
-
-
2600
393
3%
-
-
2900
388
3%
-
-
2300
362
3%
-
-
3400
339
3%
-
-
4000
336
3%
-
-
2700
289
3%
-
-
2800
283
2%
-
-
4200
282
2%
-
-
2592
273
2%
-
-
2500
267
2%
-
-
2400
265
2%
-
-
3100
258
2%
-
-
3192
252
2%
-
-
2904
233
2%
-
-
3392
230
2%
-
-
2808
217
2%
-
-
2712
212
2%
-
-
2200
208
2%
-
-
1992
205
2%
-
-
3408
200
2%
-
-
1800
181
2%
-
-
3700
170
1%
-
-
3696
144
1%
-
-
4008
144
1%
-
-
2208
143
1%
-
-
3300
131
1%
-
-
3800
124
1%
-
-
1600
108
<1%
-
-
2112
95
<1%
-
-
3592
88
<1%
-
-
2304
85
<1%
-
-
2496
79
<1%
-
-
1400
71
<1%
-
-
2394
66
<1%
-
-
3593
64
<1%
-
-
2594
63
<1%
-
-
3193
62
<1%
-
-
3093
50
<1%
-
-
3693
50
<1%
-
-
3504
48
<1%
-
-
2660
44
<1%
-
-
3096
44
<1%
-
-
2494
43
<1%
-
-
3492
41
<1%
-
-
2000
41
<1%
-
-
3194
35
<1%
-
-
3493
35
<1%
-
-
3312
35
<1%
-
-
1896
34
<1%
-
-
3793
33
<1%
-
-
2295
32
<1%
-
-
2993
29
<1%
-
-
1996
29
<1%
-
-
1498
29
<1%
-
-
2694
28
<1%
-
-
3060
1,072
9%
-
-
(Other)
machine_ps_max_monitorcount
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
1
6,839
60%
2.25
2
3,746
33%
2.18
3
793
7%
2.20
4
56
<1%
2.11
5
7
<1%
1.86
6
4
<1%
1.25
NoValue
2
<1%
4.00
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
machine_ps_max_monitorcount
PROVIDES INFORMATION ON...
generic_email
0.05
sub_type
0.04
ps_cluster
0.02
machine_ps_max_memory
0.02
machine_ps_max_numprocessors
0.02
most_used_products
0.02
email_extn
0.02
operating_system
0.01
sv_job_collated
0.01
sv_purpose_collated
0.01
education_domain_1_0
0.01
sv_skill_collated
0.00
market_segment
0.00

THESE FEATURES
GIVE INFORMATION
ON machine_ps_max_monitorcount:
sub_type
0.07
generic_email
0.04
machine_ps_max_memory
0.03
ps_cluster
0.03
sv_job_collated
0.03
most_used_products
0.03
machine_ps_max_numprocessors
0.02
sv_purpose_collated
0.02
operating_system
0.01
email_extn
0.01
sv_skill_collated
0.01
education_domain_1_0
0.00
market_segment
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_ps_max_monitorcount
CORRELATION RATIO WITH...
num_used_products
0.20
tb_activity_on_acrobat
0.20
ps_weekday_working_usage
0.17
tb_activity_on_illustrator
0.16
tb_activity_on_indesign
0.16
tb_activity_on_media_encoder
0.14
tb_tot_no_activities
0.14
ps_weekend_usage
0.12
tb_activity_on_after_effects
0.12
tb_activity_on_premiere_pro
0.11
ps_doc_average_layers
0.10
ps_weekday_nonworking_usage
0.09
mobile_usage
0.09
web_usage
0.09
machine_ps_max_numprocessors
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
8
5,731
50%
2.19
4
3,643
32%
2.30
12
887
8%
2.13
16
497
4%
2.07
6
438
4%
2.49
2
114
<1%
2.32
24
61
<1%
1.89
20
29
<1%
1.66
32
16
<1%
1.50
36
8
<1%
1.88
28
6
<1%
2.17
48
6
<1%
1.33
40
3
<1%
1.00
56
2
<1%
1.00
3
2
<1%
1.00
64
2
<1%
1.00
NoValue
2
<1%
4.00
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
machine_ps_max_numprocessors
PROVIDES INFORMATION ON...
machine_ps_max_memory
0.11
machine_ps_max_monitorcount
0.02
operating_system
0.02
email_extn
0.02
sub_type
0.01
education_domain_1_0
0.01
most_used_products
0.01
sv_job_collated
0.01
ps_cluster
0.01
sv_skill_collated
0.01
market_segment
0.01
generic_email
0.00
sv_purpose_collated
0.00

THESE FEATURES
GIVE INFORMATION
ON machine_ps_max_numprocessors:
machine_ps_max_memory
0.14
machine_ps_max_monitorcount
0.02
operating_system
0.01
sv_job_collated
0.01
most_used_products
0.01
sub_type
0.01
email_extn
0.01
ps_cluster
0.01
sv_skill_collated
0.01
sv_purpose_collated
0.01
generic_email
0.00
market_segment
0.00
education_domain_1_0
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
machine_ps_max_numprocessors
CORRELATION RATIO WITH...
tb_activity_on_premiere_pro
0.19
tb_activity_on_after_effects
0.18
tb_activity_on_media_encoder
0.17
tb_tot_no_activities
0.14
num_used_products
0.11
ps_cluster_encoded
0.08
tb_activity_on_acrobat
0.08
ps_doc_average_file_size
0.08
tb_activity_on_photoshop
0.08
tb_activity_on_indesign
0.07
tb_activity_on_illustrator
0.07
count_camera_model
0.07
ps_weekday_working_usage
0.07
count_camera_make
0.07
operating_system
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
Windows
5,296
46%
2.29
Mac
5,279
46%
2.17
Both
872
8%
2.11
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
operating_system
PROVIDES INFORMATION ON...
machine_ps_max_memory
0.03
machine_ps_max_monitorcount
0.01
machine_ps_max_numprocessors
0.01
sv_job_collated
0.01
email_extn
0.01
most_used_products
0.01
sub_type
0.01
ps_cluster
0.01
sv_purpose_collated
0.00
sv_skill_collated
0.00
market_segment
0.00
generic_email
0.00
education_domain_1_0
0.00

THESE FEATURES
GIVE INFORMATION
ON operating_system:
machine_ps_max_memory
0.05
sv_job_collated
0.03
machine_ps_max_numprocessors
0.02
most_used_products
0.02
ps_cluster
0.01
machine_ps_max_monitorcount
0.01
sub_type
0.01
email_extn
0.01
sv_skill_collated
0.01
sv_purpose_collated
0.01
generic_email
0.00
market_segment
0.00
education_domain_1_0
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
operating_system
CORRELATION RATIO WITH...
tb_activity_on_illustrator
0.14
tb_activity_on_acrobat
0.13
tb_activity_on_indesign
0.12
num_used_products
0.11
count_camera_model
0.11
tb_tot_no_activities
0.08
tb_activity_on_media_encoder
0.08
ps_weekday_working_usage
0.08
ps_weekend_usage
0.08
tb_activity_on_after_effects
0.07
tb_activity_on_premiere_pro
0.07
count_camera_make
0.06
tb_activity_on_adobe_xd
0.06
ps_doc_average_layers
0.05
most_used_products
MISSING:
---
TOP CATEGORIES
ps_cluster_encoded
(avg)
photoshop
4,733
41%
2.17
lightroom
2,263
20%
2.03
acrobat
2,253
20%
2.54
illustrator
804
7%
2.28
indesign
493
4%
3.22
premiere_pro
371
3%
1.41
bridge
324
3%
1.96
after_effects
96
<1%
1.41
adobe_xd
48
<1%
1.38
dreamweaver
25
<1%
2.20
audition
19
<1%
2.26
media_encoder
9
<1%
1.33
animate
6
<1%
1.67
character_animator
3
<1%
2.33
ALL
11,447
100%
2.22
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
most_used_products
PROVIDES INFORMATION ON...
sub_type
0.20
ps_cluster
0.10
generic_email
0.09
sv_job_collated
0.08
market_segment
0.06
email_extn
0.04
education_domain_1_0
0.03
sv_purpose_collated
0.03
machine_ps_max_monitorcount
0.03
operating_system
0.02
machine_ps_max_memory
0.02
sv_skill_collated
0.01
machine_ps_max_numprocessors
0.01

THESE FEATURES
GIVE INFORMATION
ON most_used_products:
sub_type
0.18
ps_cluster
0.09
sv_job_collated
0.09
generic_email
0.04
sv_purpose_collated
0.03
email_extn
0.02
machine_ps_max_monitorcount
0.02
machine_ps_max_memory
0.02
market_segment
0.01
sv_skill_collated
0.01
operating_system
0.01
machine_ps_max_numprocessors
0.01
education_domain_1_0
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
CORRELATION RATIO WITH...
tb_activity_on_adobe_xd
0.66
tb_activity_on_lightroom
0.62
tb_activity_on_illustrator
0.60
tb_activity_on_premiere_pro
0.59
tb_activity_on_after_effects
0.59
tb_activity_on_indesign
0.58
tb_activity_on_media_encoder
0.54
tb_activity_on_bridge
0.53
ps_doc_average_bit_depth
0.49
tb_activity_on_acrobat
0.46
num_used_products
0.38
tb_tot_no_activities
0.29
tb_activity_on_photoshop
0.27
ps_doc_average_width
0.27
num_used_products
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_illustrator
0.33
tb_tot_no_activities
0.32
tb_activity_on_media_encoder
0.30
tb_activity_on_premiere_pro
0.29
tb_activity_on_after_effects
0.28
tb_activity_on_indesign
0.25
count_camera_make
0.16
count_camera_model
0.15
tb_activity_on_acrobat
0.14
ps_doc_average_height
-0.13
ps_doc_average_bit_depth
-0.13
tb_activity_on_adobe_xd
0.12
ps_doc_average_width
-0.12
ps_doc_average_layers
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
sub_type
0.53
most_used_products
0.38
ps_cluster
0.31
sv_job_collated
0.29
generic_email
0.22
machine_ps_max_monitorcount
0.20
market_segment
0.20
sv_purpose_collated
0.19
sv_skill_collated
0.17
email_extn
0.17
machine_ps_max_memory
0.13
machine_ps_max_numprocessors
0.11
operating_system
0.11
education_domain_1_0
0.10
MOST FREQUENT VALUES
0.011049724
2,467
21.6%
0.016574586
2,188
19.1%
0.022099448
1,479
12.9%
0.027624309
1,157
10.1%
0.033149171
763
6.7%
0.005524862
637
5.6%
0.038674033
539
4.7%
0.044198895
359
3.1%
0.049723757
223
1.9%
0.055248619
112
1.0%
0.060773481
63
0.6%
0.066298343
21
0.2%
0.022222222
14
0.1%
0.047619048
13
0.1%
0.026315789
12
0.1%
SMALLEST VALUES
0.005524862
637
5.6%
0.005586592
1
<0.1%
0.005617978
3
<0.1%
0.005681818
3
<0.1%
0.005747126
1
<0.1%
0.005780347
2
<0.1%
0.005813953
3
<0.1%
0.005847953
2
<0.1%
0.005882353
3
<0.1%
0.006024096
2
<0.1%
0.006060606
2
<0.1%
0.00617284
1
<0.1%
0.00621118
2
<0.1%
0.00625
1
<0.1%
0.006289308
1
<0.1%
LARGEST VALUES
0.342105263
1
<0.1%
0.244444444
1
<0.1%
0.203703704
1
<0.1%
0.196078431
1
<0.1%
0.19047619
1
<0.1%
0.186046512
1
<0.1%
0.18
2
<0.1%
0.173913043
1
<0.1%
0.170212766
1
<0.1%
0.162162162
2
<0.1%
0.146341463
1
<0.1%
0.142857143
3
<0.1%
0.133333333
1
<0.1%
0.131868132
1
<0.1%
0.131147541
1
<0.1%
tb_activity_on_acrobat
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_indesign
0.32
tb_activity_on_illustrator
0.23
ps_weekday_working_usage
0.19
ps_weekend_usage
-0.15
num_used_products
0.14
count_camera_model
0.12
ps_doc_average_bit_depth
-0.12
ps_cluster_encoded
0.12
tb_activity_on_lightroom
-0.11
tb_tot_no_activities
0.10
ps_weekday_nonworking_usage
-0.10
count_camera_make
0.09
ps_doc_average_height
-0.09
ps_doc_average_width
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.46
sub_type
0.37
generic_email
0.26
sv_job_collated
0.26
ps_cluster
0.25
sv_purpose_collated
0.20
machine_ps_max_monitorcount
0.20
operating_system
0.13
machine_ps_max_memory
0.09
email_extn
0.08
machine_ps_max_numprocessors
0.08
sv_skill_collated
0.06
education_domain_1_0
0.03
market_segment
0.03
MOST FREQUENT VALUES
0.0
5,784
50.5%
0.005524862
132
1.2%
0.011049724
92
0.8%
0.022099448
76
0.7%
0.016574586
76
0.7%
0.027624309
62
0.5%
0.033149171
58
0.5%
0.044198895
51
0.4%
0.066298343
47
0.4%
0.038674033
47
0.4%
0.077348066
46
0.4%
0.060773481
42
0.4%
0.099447514
42
0.4%
0.154696133
41
0.4%
0.104972376
41
0.4%
SMALLEST VALUES
0.0
5,784
50.5%
0.005524862
132
1.2%
0.005780347
1
<0.1%
0.005882353
1
<0.1%
0.00591716
1
<0.1%
0.005988024
1
<0.1%
0.006134969
1
<0.1%
0.00621118
1
<0.1%
0.006451613
2
<0.1%
0.007407407
1
<0.1%
0.008
1
<0.1%
0.008849558
2
<0.1%
0.01010101
1
<0.1%
0.011049724
92
0.8%
0.011111111
2
<0.1%
LARGEST VALUES
30.24861878
1
<0.1%
27.49723757
1
<0.1%
23.8839779
1
<0.1%
19.99447514
1
<0.1%
18.27071823
1
<0.1%
17.74033149
1
<0.1%
16.70718232
1
<0.1%
16.60220994
1
<0.1%
16.21546961
1
<0.1%
15.89502762
1
<0.1%
14.01657459
1
<0.1%
13.40883978
1
<0.1%
12.89502762
1
<0.1%
12.61325967
1
<0.1%
11.91712707
1
<0.1%
tb_tot_no_activities
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_photoshop
0.76
count_camera_model
0.44
tb_activity_on_illustrator
0.42
tb_activity_on_bridge
0.42
count_camera_make
0.38
tb_activity_on_indesign
0.37
tb_activity_on_premiere_pro
0.37
tb_activity_on_after_effects
0.36
tb_activity_on_lightroom
0.36
tb_activity_on_media_encoder
0.35
num_used_products
0.32
total_design_usage
0.23
total_photo_usage
0.19
total_video_usage
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.29
ps_cluster
0.25
machine_ps_max_memory
0.23
sub_type
0.20
sv_job_collated
0.20
sv_skill_collated
0.19
machine_ps_max_numprocessors
0.14
machine_ps_max_monitorcount
0.14
generic_email
0.12
email_extn
0.11
sv_purpose_collated
0.09
operating_system
0.08
market_segment
0.07
education_domain_1_0
0.06
MOST FREQUENT VALUES
0.17679558
58
0.5%
0.116022099
58
0.5%
0.093922652
53
0.5%
0.077348066
53
0.5%
0.038674033
52
0.5%
0.209944751
52
0.5%
0.132596685
52
0.5%
0.071823204
51
0.4%
0.08839779
51
0.4%
0.121546961
50
0.4%
0.082872928
49
0.4%
0.154696133
49
0.4%
0.066298343
49
0.4%
0.104972376
49
0.4%
0.143646409
48
0.4%
SMALLEST VALUES
0.005524862
4
<0.1%
0.011049724
41
0.4%
0.012903226
1
<0.1%
0.014814815
1
<0.1%
0.016574586
42
0.4%
0.01734104
1
<0.1%
0.019417476
1
<0.1%
0.022099448
35
0.3%
0.022727273
1
<0.1%
0.024096386
1
<0.1%
0.024193548
1
<0.1%
0.02484472
1
<0.1%
0.027624309
45
0.4%
0.029411765
1
<0.1%
0.032258065
1
<0.1%
LARGEST VALUES
16.27071823
1
<0.1%
16.13259669
1
<0.1%
15.82872928
1
<0.1%
12.1
1
<0.1%
11.61878453
1
<0.1%
11.56353591
1
<0.1%
10.79661017
1
<0.1%
9.883977901
1
<0.1%
9.867403315
1
<0.1%
9.408839779
1
<0.1%
9.370165746
1
<0.1%
9.281767956
1
<0.1%
9.193370166
1
<0.1%
9.049723757
1
<0.1%
9.016574586
1
<0.1%
tb_activity_on_after_effects
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_media_encoder
0.64
tb_activity_on_premiere_pro
0.42
tb_tot_no_activities
0.36
num_used_products
0.28
tb_activity_on_illustrator
0.11
ps_cluster_encoded
-0.11
ps_doc_average_layers
0.07
tb_activity_on_photoshop
0.06
ps_doc_average_height
-0.06
tb_activity_on_lightroom
-0.05
ps_weekday_working_usage
0.05
ps_weekend_usage
-0.05
ps_doc_average_width
-0.04
total_design_usage
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.59
sv_job_collated
0.28
ps_cluster
0.23
machine_ps_max_memory
0.19
machine_ps_max_numprocessors
0.18
sub_type
0.17
machine_ps_max_monitorcount
0.12
email_extn
0.08
sv_skill_collated
0.08
generic_email
0.07
operating_system
0.07
sv_purpose_collated
0.07
market_segment
0.01
education_domain_1_0
0.00
MOST FREQUENT VALUES
0.0
9,812
85.7%
0.005524862
250
2.2%
0.011049724
114
1.0%
0.016574586
106
0.9%
0.022099448
67
0.6%
0.027624309
45
0.4%
0.049723757
38
0.3%
0.038674033
37
0.3%
0.055248619
33
0.3%
0.033149171
31
0.3%
0.044198895
26
0.2%
0.060773481
24
0.2%
0.071823204
22
0.2%
0.104972376
21
0.2%
0.127071823
20
0.2%
SMALLEST VALUES
0.0
9,812
85.7%
0.005524862
250
2.2%
0.005649718
1
<0.1%
0.005681818
1
<0.1%
0.005714286
1
<0.1%
0.00591716
2
<0.1%
0.005988024
1
<0.1%
0.00625
1
<0.1%
0.006535948
1
<0.1%
0.006756757
1
<0.1%
0.006849315
2
<0.1%
0.006944444
1
<0.1%
0.007042254
1
<0.1%
0.007142857
1
<0.1%
0.007246377
1
<0.1%
LARGEST VALUES
5.513812155
1
<0.1%
4.883977901
1
<0.1%
3.638297872
1
<0.1%
3.502762431
1
<0.1%
3.408839779
1
<0.1%
3.138121547
1
<0.1%
2.790055249
1
<0.1%
2.668508287
1
<0.1%
2.640883978
1
<0.1%
2.559322034
1
<0.1%
2.508287293
1
<0.1%
2.342541436
1
<0.1%
2.337016575
1
<0.1%
2.281767956
1
<0.1%
2.254143646
1
<0.1%
tb_activity_on_bridge
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_tot_no_activities
0.42
tb_activity_on_photoshop
0.40
count_camera_model
0.19
count_camera_make
0.18
total_photo_usage
0.15
ps_doc_average_height
0.13
ps_doc_average_width
0.13
ps_doc_category_painting
0.12
total_video_usage
0.11
ps_doc_category_poster
0.11
total_design_usage
0.11
ps_doc_category_watercolor
0.10
total_illustration_usage
0.09
ps_doc_category_pattern_texture
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.53
machine_ps_max_memory
0.19
ps_cluster
0.18
sv_job_collated
0.17
email_extn
0.12
sv_skill_collated
0.12
sub_type
0.12
sv_purpose_collated
0.07
market_segment
0.07
machine_ps_max_numprocessors
0.06
education_domain_1_0
0.05
generic_email
0.03
operating_system
0.02
machine_ps_max_monitorcount
0.02
MOST FREQUENT VALUES
0.0
7,630
66.7%
0.005524862
711
6.2%
0.011049724
388
3.4%
0.016574586
214
1.9%
0.022099448
169
1.5%
0.027624309
105
0.9%
0.033149171
101
0.9%
0.044198895
76
0.7%
0.038674033
73
0.6%
0.055248619
52
0.5%
0.049723757
51
0.4%
0.066298343
44
0.4%
0.060773481
43
0.4%
0.082872928
36
0.3%
0.077348066
36
0.3%
SMALLEST VALUES
0.0
7,630
66.7%
0.005524862
711
6.2%
0.005617978
2
<0.1%
0.005649718
1
<0.1%
0.005681818
2
<0.1%
0.005714286
1
<0.1%
0.005747126
1
<0.1%
0.005780347
1
<0.1%
0.005882353
2
<0.1%
0.005952381
1
<0.1%
0.005988024
2
<0.1%
0.006024096
1
<0.1%
0.006134969
1
<0.1%
0.00621118
1
<0.1%
0.00625
1
<0.1%
LARGEST VALUES
5.364640884
1
<0.1%
5.237569061
1
<0.1%
4.138121547
1
<0.1%
4.027624309
1
<0.1%
3.906077348
1
<0.1%
3.337016575
1
<0.1%
3.220994475
1
<0.1%
2.874172185
1
<0.1%
2.856353591
1
<0.1%
2.729281768
1
<0.1%
2.696132597
2
<0.1%
2.685082873
1
<0.1%
2.657458564
1
<0.1%
2.651933702
1
<0.1%
2.574585635
1
<0.1%
tb_activity_on_illustrator
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_indesign
0.47
tb_tot_no_activities
0.42
num_used_products
0.33
count_camera_model
0.30
tb_activity_on_acrobat
0.23
count_camera_make
0.22
ps_weekday_working_usage
0.21
ps_weekend_usage
-0.20
tb_activity_on_lightroom
-0.17
tb_activity_on_photoshop
0.16
ps_doc_average_bit_depth
-0.15
ps_doc_category_adv_banner
0.15
total_design_usage
0.14
tb_activity_on_adobe_xd
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.60
sub_type
0.48
sv_job_collated
0.37
ps_cluster
0.36
generic_email
0.27
sv_purpose_collated
0.22
machine_ps_max_monitorcount
0.16
sv_skill_collated
0.16
operating_system
0.14
email_extn
0.14
machine_ps_max_memory
0.10
machine_ps_max_numprocessors
0.07
market_segment
0.05
education_domain_1_0
0.01
MOST FREQUENT VALUES
0.0
6,438
56.2%
0.005524862
270
2.4%
0.011049724
207
1.8%
0.016574586
160
1.4%
0.022099448
133
1.2%
0.027624309
125
1.1%
0.033149171
97
0.8%
0.044198895
91
0.8%
0.049723757
90
0.8%
0.038674033
74
0.6%
0.055248619
64
0.6%
0.077348066
62
0.5%
0.060773481
60
0.5%
0.066298343
59
0.5%
0.071823204
56
0.5%
SMALLEST VALUES
0.0
6,438
56.2%
0.005524862
270
2.4%
0.005586592
1
<0.1%
0.005617978
2
<0.1%
0.005747126
1
<0.1%
0.005780347
1
<0.1%
0.005813953
1
<0.1%
0.005847953
3
<0.1%
0.00591716
1
<0.1%
0.005952381
1
<0.1%
0.006535948
1
<0.1%
0.006756757
1
<0.1%
0.006802721
1
<0.1%
0.006944444
1
<0.1%
0.007246377
1
<0.1%
LARGEST VALUES
3.662983425
1
<0.1%
3.366666667
1
<0.1%
3.066298343
1
<0.1%
2.607734807
1
<0.1%
2.447513812
1
<0.1%
2.430939227
1
<0.1%
2.414364641
2
<0.1%
2.401639344
1
<0.1%
2.370165746
1
<0.1%
2.364640884
1
<0.1%
2.342541436
1
<0.1%
2.309392265
1
<0.1%
2.303867403
1
<0.1%
2.26519337
1
<0.1%
2.143646409
1
<0.1%
tb_activity_on_indesign
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_illustrator
0.47
count_camera_model
0.43
tb_tot_no_activities
0.37
tb_activity_on_acrobat
0.32
count_camera_make
0.30
num_used_products
0.25
ps_cluster_encoded
0.22
ps_weekday_working_usage
0.22
ps_weekend_usage
-0.19
tb_activity_on_photoshop
0.14
tb_activity_on_lightroom
-0.14
ps_doc_average_bit_depth
-0.14
ps_doc_category_adv_banner
0.13
ps_weekday_nonworking_usage
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.58
sub_type
0.44
ps_cluster
0.43
sv_job_collated
0.34
generic_email
0.26
sv_purpose_collated
0.22
machine_ps_max_monitorcount
0.16
sv_skill_collated
0.13
operating_system
0.12
machine_ps_max_memory
0.10
email_extn
0.09
machine_ps_max_numprocessors
0.07
education_domain_1_0
0.02
market_segment
0.01
MOST FREQUENT VALUES
0.0
7,896
69.0%
0.005524862
232
2.0%
0.011049724
143
1.2%
0.016574586
132
1.2%
0.022099448
88
0.8%
0.027624309
78
0.7%
0.033149171
61
0.5%
0.044198895
59
0.5%
0.038674033
59
0.5%
0.049723757
52
0.5%
0.055248619
47
0.4%
0.071823204
47
0.4%
0.060773481
40
0.3%
0.099447514
35
0.3%
0.077348066
34
0.3%
SMALLEST VALUES
0.0
7,896
69.0%
0.005524862
232
2.0%
0.005555556
2
<0.1%
0.005586592
1
<0.1%
0.005617978
1
<0.1%
0.005714286
1
<0.1%
0.005988024
1
<0.1%
0.006289308
1
<0.1%
0.006578947
1
<0.1%
0.006849315
1
<0.1%
0.006896552
1
<0.1%
0.007042254
1
<0.1%
0.007142857
1
<0.1%
0.007246377
1
<0.1%
0.007692308
1
<0.1%
LARGEST VALUES
5.233333333
1
<0.1%
3.248618785
1
<0.1%
2.82320442
1
<0.1%
2.674033149
1
<0.1%
2.591160221
1
<0.1%
2.532110092
1
<0.1%
2.403314917
1
<0.1%
2.340277778
1
<0.1%
2.309392265
1
<0.1%
2.237569061
1
<0.1%
2.232044199
1
<0.1%
2.215469613
1
<0.1%
2.049723757
1
<0.1%
2.033149171
2
<0.1%
2.0
1
<0.1%
tb_activity_on_lightroom
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_average_bit_depth
0.49
tb_tot_no_activities
0.36
ps_doc_average_width
0.24
ps_doc_average_height
0.21
tb_activity_on_photoshop
0.19
tb_activity_on_illustrator
-0.17
ps_doc_category_pattern_texture
0.15
tb_activity_on_indesign
-0.14
total_photo_usage
0.12
tb_activity_on_acrobat
-0.11
ps_doc_average_file_size
0.11
ps_weekday_working_usage
-0.11
num_used_products
-0.09
ps_weekend_usage
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.62
sub_type
0.35
ps_cluster
0.28
sv_job_collated
0.28
generic_email
0.16
sv_purpose_collated
0.15
email_extn
0.12
sv_skill_collated
0.12
market_segment
0.11
machine_ps_max_memory
0.10
machine_ps_max_monitorcount
0.08
education_domain_1_0
0.06
machine_ps_max_numprocessors
0.04
operating_system
0.03
MOST FREQUENT VALUES
0.0
5,971
52.2%
0.005524862
405
3.5%
0.011049724
259
2.3%
0.016574586
167
1.5%
0.022099448
136
1.2%
0.027624309
114
1.0%
0.033149171
95
0.8%
0.038674033
80
0.7%
0.044198895
79
0.7%
0.049723757
77
0.7%
0.055248619
71
0.6%
0.060773481
56
0.5%
0.066298343
54
0.5%
0.077348066
53
0.5%
0.082872928
46
0.4%
SMALLEST VALUES
0.0
5,971
52.2%
0.005524862
405
3.5%
0.005617978
1
<0.1%
0.005649718
1
<0.1%
0.005681818
1
<0.1%
0.005714286
2
<0.1%
0.005813953
1
<0.1%
0.005847953
1
<0.1%
0.00591716
1
<0.1%
0.005952381
1
<0.1%
0.006097561
1
<0.1%
0.00617284
1
<0.1%
0.00621118
1
<0.1%
0.006289308
2
<0.1%
0.006451613
2
<0.1%
LARGEST VALUES
6.464088398
1
<0.1%
6.226519337
1
<0.1%
5.917127072
1
<0.1%
5.607734807
1
<0.1%
4.447513812
1
<0.1%
4.386740331
1
<0.1%
4.150943396
1
<0.1%
4.038674033
1
<0.1%
3.988950276
1
<0.1%
3.955801105
1
<0.1%
3.76119403
1
<0.1%
3.751381215
1
<0.1%
3.729281768
1
<0.1%
3.696132597
1
<0.1%
3.685082873
1
<0.1%
tb_activity_on_media_encoder
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_after_effects
0.64
tb_activity_on_premiere_pro
0.49
tb_tot_no_activities
0.35
num_used_products
0.30
ps_cluster_encoded
-0.12
tb_activity_on_illustrator
0.08
ps_doc_average_height
-0.07
ps_doc_average_layers
0.05
ps_weekday_working_usage
0.05
ps_weekend_usage
-0.05
tb_activity_on_photoshop
0.05
ps_doc_average_width
-0.05
tb_activity_on_lightroom
-0.05
ps_doc_average_bit_depth
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.54
sv_job_collated
0.30
ps_cluster
0.24
machine_ps_max_memory
0.19
sub_type
0.18
machine_ps_max_numprocessors
0.17
machine_ps_max_monitorcount
0.14
email_extn
0.13
generic_email
0.08
sv_skill_collated
0.08
operating_system
0.08
sv_purpose_collated
0.08
market_segment
0.01
education_domain_1_0
0.00
MOST FREQUENT VALUES
0.0
9,749
85.2%
0.005524862
336
2.9%
0.011049724
175
1.5%
0.016574586
103
0.9%
0.022099448
67
0.6%
0.033149171
61
0.5%
0.027624309
52
0.5%
0.038674033
46
0.4%
0.044198895
31
0.3%
0.066298343
30
0.3%
0.049723757
27
0.2%
0.055248619
22
0.2%
0.093922652
21
0.2%
0.071823204
21
0.2%
0.082872928
19
0.2%
SMALLEST VALUES
0.0
9,749
85.2%
0.005524862
336
2.9%
0.005586592
1
<0.1%
0.005681818
2
<0.1%
0.005714286
2
<0.1%
0.00591716
2
<0.1%
0.005988024
1
<0.1%
0.006289308
1
<0.1%
0.006711409
2
<0.1%
0.006802721
1
<0.1%
0.006896552
1
<0.1%
0.006944444
1
<0.1%
0.007042254
2
<0.1%
0.007092199
1
<0.1%
0.007142857
2
<0.1%
LARGEST VALUES
1.607734807
1
<0.1%
1.591160221
1
<0.1%
1.574585635
1
<0.1%
1.553191489
1
<0.1%
1.513812155
1
<0.1%
1.464088398
1
<0.1%
1.458563536
1
<0.1%
1.453038674
1
<0.1%
1.375690608
1
<0.1%
1.370165746
1
<0.1%
1.314917127
1
<0.1%
1.287292818
2
<0.1%
1.270718232
1
<0.1%
1.26519337
1
<0.1%
1.232044199
2
<0.1%
tb_activity_on_photoshop
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_tot_no_activities
0.76
count_camera_model
0.42
tb_activity_on_bridge
0.40
count_camera_make
0.39
total_design_usage
0.29
total_photo_usage
0.25
total_video_usage
0.23
total_illustration_usage
0.22
ps_doc_category_poster
0.19
ps_doc_category_pattern_texture
0.19
tb_activity_on_lightroom
0.19
ps_doc_category_watercolor
0.18
ps_doc_category_painting
0.17
tb_activity_on_illustrator
0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.27
ps_cluster
0.24
machine_ps_max_memory
0.19
sv_skill_collated
0.14
sv_job_collated
0.13
email_extn
0.10
market_segment
0.09
sub_type
0.08
machine_ps_max_numprocessors
0.08
education_domain_1_0
0.06
sv_purpose_collated
0.06
machine_ps_max_monitorcount
0.05
operating_system
0.03
generic_email
0.02
MOST FREQUENT VALUES
0.011049724
183
1.6%
0.016574586
176
1.5%
0.027624309
162
1.4%
0.044198895
146
1.3%
0.022099448
143
1.2%
0.038674033
142
1.2%
0.033149171
137
1.2%
0.071823204
124
1.1%
0.049723757
123
1.1%
0.060773481
122
1.1%
0.077348066
114
1.0%
0.055248619
105
0.9%
0.116022099
103
0.9%
0.066298343
103
0.9%
0.082872928
102
0.9%
SMALLEST VALUES
0.005524862
23
0.2%
0.008064516
1
<0.1%
0.00990099
1
<0.1%
0.01010101
1
<0.1%
0.011049724
183
1.6%
0.011764706
1
<0.1%
0.01183432
1
<0.1%
0.011976048
1
<0.1%
0.012048193
1
<0.1%
0.012121212
1
<0.1%
0.01242236
1
<0.1%
0.012578616
1
<0.1%
0.012903226
1
<0.1%
0.013071895
1
<0.1%
0.013888889
1
<0.1%
LARGEST VALUES
13.81767956
1
<0.1%
11.32044199
1
<0.1%
10.39779006
1
<0.1%
9.337016575
1
<0.1%
8.955801105
1
<0.1%
7.70718232
1
<0.1%
7.248618785
1
<0.1%
7.123966942
1
<0.1%
7.099447514
1
<0.1%
6.906077348
1
<0.1%
5.708333333
1
<0.1%
5.591160221
1
<0.1%
5.491712707
1
<0.1%
5.26519337
1
<0.1%
5.17679558
1
<0.1%
tb_activity_on_premiere_pro
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
tb_activity_on_media_encoder
0.49
tb_activity_on_after_effects
0.42
tb_tot_no_activities
0.37
num_used_products
0.29
ps_cluster_encoded
-0.13
ps_doc_average_height
-0.07
ps_doc_average_layers
0.05
ps_doc_average_width
-0.04
tb_activity_on_photoshop
0.04
tb_activity_on_lightroom
-0.04
ps_doc_average_bit_depth
-0.04
ps_weekend_usage
-0.04
tb_activity_on_indesign
-0.03
mobile_usage
-0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.59
sv_job_collated
0.25
ps_cluster
0.22
sub_type
0.20
machine_ps_max_numprocessors
0.19
machine_ps_max_memory
0.16
email_extn
0.12
machine_ps_max_monitorcount
0.11
sv_purpose_collated
0.07
generic_email
0.07
operating_system
0.07
sv_skill_collated
0.06
market_segment
0.05
education_domain_1_0
0.01
MOST FREQUENT VALUES
0.0
8,834
77.2%
0.005524862
301
2.6%
0.011049724
192
1.7%
0.016574586
126
1.1%
0.022099448
99
0.9%
0.027624309
76
0.7%
0.033149171
72
0.6%
0.038674033
63
0.6%
0.044198895
50
0.4%
0.049723757
47
0.4%
0.071823204
37
0.3%
0.055248619
35
0.3%
0.066298343
33
0.3%
0.060773481
32
0.3%
0.082872928
29
0.3%
SMALLEST VALUES
0.0
8,834
77.2%
0.005524862
301
2.6%
0.005555556
2
<0.1%
0.005714286
2
<0.1%
0.005747126
1
<0.1%
0.005780347
1
<0.1%
0.005813953
1
<0.1%
0.00591716
3
<0.1%
0.00617284
1
<0.1%
0.006289308
1
<0.1%
0.006451613
1
<0.1%
0.006493506
1
<0.1%
0.006578947
1
<0.1%
0.007407407
1
<0.1%
0.007518797
1
<0.1%
LARGEST VALUES
13.75690608
1
<0.1%
6.652542373
1
<0.1%
4.331491713
1
<0.1%
4.149171271
1
<0.1%
3.988950276
1
<0.1%
3.867403315
1
<0.1%
3.613259669
1
<0.1%
3.325966851
1
<0.1%
3.287292818
1
<0.1%
3.220994475
2
<0.1%
3.215469613
1
<0.1%
3.082872928
1
<0.1%
2.895027624
1
<0.1%
2.856353591
1
<0.1%
2.82320442
1
<0.1%
tb_activity_on_adobe_xd
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
ps_doc_average_layers
0.14
tb_activity_on_illustrator
0.13
num_used_products
0.12
tb_tot_no_activities
0.10
ps_cluster_encoded
-0.07
ps_weekend_usage
-0.05
ps_weekday_working_usage
0.05
ps_doc_average_width
-0.04
ps_doc_average_height
-0.04
tb_activity_on_lightroom
-0.04
tb_activity_on_indesign
0.04
ps_doc_average_bit_depth
-0.04
tb_activity_on_after_effects
0.03
tb_activity_on_photoshop
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
most_used_products
0.66
email_extn
0.19
ps_cluster
0.17
sv_job_collated
0.13
sub_type
0.11
sv_purpose_collated
0.07
machine_ps_max_monitorcount
0.07
operating_system
0.06
generic_email
0.06
machine_ps_max_memory
0.05
sv_skill_collated
0.05
machine_ps_max_numprocessors
0.04
market_segment
0.01
education_domain_1_0
0.00
MOST FREQUENT VALUES
0.0
10,697
93.4%
0.005524862
171
1.5%
0.011049724
86
0.8%
0.016574586
52
0.5%
0.022099448
33
0.3%
0.027624309
26
0.2%
0.044198895
26
0.2%
0.038674033
20
0.2%
0.055248619
14
0.1%
0.033149171
9
<0.1%
0.049723757
9
<0.1%
0.077348066
7
<0.1%
0.082872928
7
<0.1%
0.060773481
7
<0.1%
0.138121547
6
<0.1%
SMALLEST VALUES
0.0
10,697
93.4%
0.005524862
171
1.5%
0.005555556
2
<0.1%
0.005714286
1
<0.1%
0.00591716
1
<0.1%
0.005952381
1
<0.1%
0.00617284
2
<0.1%
0.00621118
1
<0.1%
0.006711409
1
<0.1%
0.006756757
1
<0.1%
0.006802721
1
<0.1%
0.006944444
1
<0.1%
0.007246377
1
<0.1%
0.00729927
1
<0.1%
0.0078125
1
<0.1%
LARGEST VALUES
3.071428571
1
<0.1%
1.818181818
1
<0.1%
1.569060773
1
<0.1%
1.502762431
1
<0.1%
1.458563536
1
<0.1%
1.237569061
1
<0.1%
1.149171271
1
<0.1%
1.143646409
1
<0.1%
1.138121547
1
<0.1%
1.011049724
1
<0.1%
1.005524862
1
<0.1%
1.0
1
<0.1%
0.961325967
1
<0.1%
0.928176796
1
<0.1%
0.917127072
1
<0.1%